year,period,primary_category,n,share_cn,share_us,share_company,share_intl,share_arxiv,share_oa,mean_authors
2018,baseline,ai_accelerators,816,0.2169,0.2598,0.0686,0.2059,0.0846,0.3407,4.152
2018,pre,ai_accelerators,2,0.0,0.5,0.5,0.0,1.0,1.0,3.5
2018,pre,ai_agents,15,0.2,0.2667,0.1333,0.2,1.0,0.9333,2.8
2018,baseline,ai_agents,5421,0.1443,0.1136,0.0249,0.162,0.0644,0.3935,2.779
2018,baseline,ai_safety,1049,0.0305,0.2574,0.0362,0.1163,0.1153,0.4471,2.359
2018,pre,ai_safety,3,0.0,0.6667,0.3333,0.6667,1.0,1.0,5.667
2018,baseline,algorithms,29011,0.1579,0.1516,0.0271,0.2131,0.09,0.4858,2.763
2018,post,algorithms,8,0.0,0.375,0.125,0.5,1.0,1.0,3.375
2018,pre,algorithms,129,0.031,0.3488,0.0465,0.4031,0.9612,0.9457,2.829
2018,post,applied_cryptography,1,0.0,1.0,0.0,0.0,1.0,1.0,4.0
2018,baseline,applied_cryptography,10764,0.1455,0.085,0.0334,0.1335,0.0295,0.3748,2.785
2018,pre,applied_cryptography,17,0.2353,0.2353,0.0,0.3529,0.9412,0.8235,2.647
2018,baseline,autonomous_scientific_discovery,86,0.0465,0.2558,0.093,0.1744,0.0814,0.4535,3.279
2018,baseline,blockchain,6435,0.06,0.0783,0.0242,0.0779,0.0292,0.3711,2.276
2018,pre,blockchain,6,0.1667,0.1667,0.1667,0.6667,1.0,1.0,4.0
2018,baseline,cloud_computing,9395,0.1214,0.0919,0.0467,0.1236,0.0141,0.3222,2.815
2018,pre,cloud_computing,1,0.0,0.0,0.0,1.0,1.0,1.0,3.0
2018,baseline,compilers,725,0.08,0.1862,0.0538,0.1269,0.029,0.4193,3.036
2018,baseline,computational_biology,12957,0.152,0.2667,0.0485,0.2222,0.0203,0.5632,4.615
2018,pre,computational_biology,11,0.0,0.3636,0.0909,0.3636,1.0,1.0,5.727
2018,baseline,computational_complexity,3822,0.0905,0.1434,0.016,0.1617,0.0858,0.505,2.388
2018,pre,computational_complexity,15,0.0,0.4667,0.0667,0.4,1.0,1.0,2.8
2018,pre,computer_architecture,12,0.0,0.25,0.1667,0.1667,1.0,1.0,4.333
2018,baseline,computer_architecture,19542,0.1087,0.1964,0.0902,0.1498,0.0224,0.2796,3.477
2018,baseline,computer_graphics,10187,0.1091,0.1343,0.0433,0.1222,0.0295,0.3746,2.787
2018,pre,computer_graphics,11,0.1818,0.0909,0.0909,0.1818,1.0,1.0,3.0
2018,post,computer_networks,1,0.0,0.0,0.0,0.0,1.0,1.0,1.0
2018,baseline,computer_networks,58594,0.2048,0.1244,0.0651,0.1942,0.0558,0.3386,3.309
2018,pre,computer_networks,149,0.2282,0.3826,0.1007,0.3624,0.9933,0.9732,3.383
2018,pre,computer_vision,148,0.2635,0.3311,0.0811,0.3919,1.0,0.9662,4.284
2018,baseline,computer_vision,69585,0.2526,0.1157,0.0496,0.1485,0.0931,0.3713,3.558
2018,post,computer_vision,5,0.4,0.2,0.0,0.0,1.0,1.0,4.8
2018,baseline,cybersecurity,29406,0.098,0.1238,0.0334,0.1028,0.0443,0.368,2.755
2018,post,cybersecurity,2,0.0,0.0,0.0,0.0,1.0,1.0,1.5
2018,pre,cybersecurity,32,0.1563,0.5313,0.0938,0.3438,1.0,1.0,3.594
2018,pre,database_systems,9,0.1111,0.3333,0.0,0.5556,1.0,1.0,4.556
2018,baseline,database_systems,16256,0.1085,0.1054,0.0369,0.122,0.028,0.4086,2.862
2018,pre,deep_learning_architectures,41,0.1951,0.439,0.1463,0.4878,1.0,0.9512,4.39
2018,baseline,deep_learning_architectures,11950,0.225,0.1468,0.0507,0.1544,0.1396,0.4147,3.261
2018,post,deep_learning_architectures,1,0.0,1.0,0.0,0.0,1.0,1.0,2.0
2018,baseline,distributed_computing,11489,0.1597,0.1834,0.0498,0.1591,0.0638,0.3925,3.251
2018,post,distributed_computing,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2018,pre,distributed_computing,29,0.1034,0.4483,0.0345,0.4483,1.0,1.0,3.207
2018,pre,edge_computing,3,0.0,1.0,0.0,0.3333,1.0,1.0,3.333
2018,baseline,edge_computing,5182,0.115,0.1324,0.0556,0.191,0.0152,0.3203,3.361
2018,baseline,federated_learning,143,0.1399,0.2448,0.0629,0.1818,0.028,0.4336,3.413
2018,baseline,formal_verification,5278,0.0892,0.1408,0.0396,0.2363,0.1465,0.5731,2.672
2018,pre,formal_verification,29,0.1034,0.2069,0.0,0.3793,1.0,1.0,2.517
2018,baseline,foundation_models,46,0.2174,0.1957,0.0435,0.1087,0.2391,0.4348,3.891
2018,baseline,generative_ai,766,0.1841,0.2272,0.0927,0.1253,0.2911,0.4739,3.358
2018,pre,hci,12,0.0833,0.25,0.0,0.25,1.0,1.0,4.333
2018,post,hci,4,0.25,0.0,0.0,0.0,1.0,1.0,3.75
2018,baseline,hci,34209,0.0517,0.1338,0.035,0.1137,0.0169,0.376,2.968
2018,pre,information_retrieval,16,0.0625,0.3125,0.0625,0.375,1.0,1.0,3.563
2018,baseline,information_retrieval,12077,0.1673,0.124,0.054,0.1456,0.0745,0.3958,2.937
2018,post,information_retrieval,2,0.0,0.0,0.0,0.0,1.0,1.0,3.0
2018,baseline,llm,1633,0.1249,0.0802,0.0374,0.0986,0.0245,0.2817,2.994
2018,pre,llm,2,0.0,0.5,0.0,0.5,1.0,1.0,5.0
2018,post,ml_theory,1,0.0,1.0,1.0,1.0,1.0,1.0,5.0
2018,baseline,ml_theory,13468,0.1529,0.2073,0.0595,0.161,0.2493,0.5418,3.019
2018,pre,ml_theory,65,0.1385,0.4769,0.0923,0.3538,1.0,0.9538,3.385
2018,pre,multimodal_ai,1,0.0,0.0,0.0,1.0,1.0,1.0,3.0
2018,baseline,multimodal_ai,469,0.3369,0.2132,0.0959,0.1812,0.1279,0.4051,3.62
2018,baseline,nlp,23347,0.1141,0.1332,0.0572,0.1247,0.1158,0.5092,3.04
2018,pre,nlp,22,0.0909,0.4545,0.1364,0.5,1.0,1.0,4.182
2018,post,nlp,3,0.0,0.3333,0.0,0.6667,1.0,1.0,2.333
2018,baseline,operating_systems,1554,0.1338,0.1577,0.0727,0.1178,0.0161,0.3333,3.027
2018,pre,operating_systems,2,0.0,0.5,0.5,0.5,1.0,1.0,4.0
2018,baseline,privacy_preserving_computation,3098,0.1724,0.2198,0.0462,0.1756,0.0594,0.4032,3.255
2018,pre,privacy_preserving_computation,7,0.0,0.1429,0.2857,0.5714,1.0,0.8571,3.571
2018,baseline,programming_languages,4383,0.0418,0.1476,0.0331,0.141,0.102,0.5086,2.277
2018,post,programming_languages,1,0.0,0.0,0.0,1.0,1.0,1.0,5.0
2018,pre,programming_languages,6,0.0,0.3333,0.1667,0.6667,1.0,1.0,3.667
2018,baseline,quantum_computing,6187,0.2017,0.1474,0.0391,0.2022,0.0438,0.5495,3.594
2018,pre,quantum_computing,37,0.1081,0.1892,0.1081,0.4595,1.0,1.0,2.946
2018,baseline,reinforcement_learning,3289,0.1538,0.2195,0.09,0.145,0.2277,0.4865,3.212
2018,pre,reinforcement_learning,7,0.0,0.2857,0.0,0.2857,1.0,1.0,2.571
2018,pre,robotics,58,0.1034,0.569,0.0517,0.2586,1.0,0.931,3.793
2018,baseline,robotics,17437,0.1746,0.1812,0.0468,0.1681,0.0818,0.3658,3.657
2018,post,robotics,1,0.0,0.0,0.0,0.0,1.0,1.0,5.0
2018,pre,scientific_computing,467,0.1178,0.3405,0.0086,0.3426,1.0,0.9529,2.835
2018,baseline,scientific_computing,16414,0.226,0.1732,0.0344,0.2204,0.073,0.4828,3.055
2018,post,scientific_computing,1,0.0,1.0,0.0,1.0,1.0,1.0,3.0
2018,pre,software_engineering,16,0.125,0.3125,0.0,0.4375,1.0,1.0,5.5
2018,baseline,software_engineering,29000,0.0525,0.0828,0.0377,0.1001,0.0277,0.3541,2.471
2018,post,speech_audio,1,0.0,0.0,0.0,0.0,1.0,1.0,4.0
2018,baseline,speech_audio,12081,0.1153,0.0959,0.0561,0.1069,0.0699,0.351,3.024
2018,pre,speech_audio,14,0.2857,0.3571,0.1429,0.4286,1.0,0.9286,3.714
2018,pre,sustainable_computing,2,0.0,0.5,0.0,0.5,1.0,1.0,2.5
2018,baseline,sustainable_computing,581,0.1515,0.1549,0.062,0.2375,0.0224,0.4131,3.444
2019,baseline,ai_accelerators,992,0.2339,0.253,0.0665,0.2177,0.0938,0.3538,4.363
2019,baseline,ai_agents,5503,0.1703,0.1188,0.0305,0.1652,0.0836,0.4136,2.856
2019,post,ai_agents,2,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2019,pre,ai_agents,1,0.0,0.0,0.0,0.0,1.0,0.0,1.0
2019,pre,ai_safety,1,0.0,0.0,0.0,0.0,1.0,1.0,1.0
2019,baseline,ai_safety,1478,0.0359,0.2659,0.0514,0.1238,0.1543,0.4926,2.565
2019,pre,algorithms,35,0.0571,0.2,0.0286,0.3714,1.0,0.9429,2.743
2019,baseline,algorithms,29204,0.1835,0.1542,0.031,0.2234,0.1227,0.5259,2.852
2019,post,algorithms,13,0.0,0.3846,0.0769,0.3846,1.0,1.0,3.385
2019,baseline,applied_cryptography,11352,0.1684,0.0847,0.0344,0.1373,0.0419,0.4066,2.885
2019,pre,applied_cryptography,3,0.0,0.0,0.0,0.0,1.0,1.0,3.0
2019,baseline,autonomous_scientific_discovery,114,0.0263,0.3333,0.0702,0.1842,0.114,0.5439,4.149
2019,baseline,blockchain,9045,0.0826,0.0871,0.0238,0.0905,0.0305,0.3787,2.545
2019,post,blockchain,2,0.0,0.0,0.0,0.0,1.0,1.0,2.5
2019,pre,cloud_computing,1,0.0,1.0,0.0,1.0,1.0,1.0,3.0
2019,baseline,cloud_computing,8755,0.136,0.0899,0.0474,0.1261,0.0162,0.3676,2.871
2019,baseline,compilers,689,0.0827,0.1872,0.0639,0.1176,0.0392,0.4673,2.955
2019,pre,computational_biology,1,0.0,1.0,0.0,0.0,1.0,1.0,5.0
2019,baseline,computational_biology,14875,0.1787,0.261,0.0529,0.2223,0.026,0.5882,4.68
2019,pre,computational_complexity,10,0.0,0.3,0.0,0.2,1.0,1.0,2.6
2019,baseline,computational_complexity,3941,0.1058,0.1373,0.018,0.1913,0.1056,0.5227,2.486
2019,post,computational_complexity,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2019,post,computer_architecture,1,0.0,0.0,0.0,1.0,1.0,1.0,15.0
2019,baseline,computer_architecture,18844,0.1183,0.2029,0.0916,0.1516,0.0272,0.3022,3.567
2019,pre,computer_architecture,1,0.0,0.0,0.0,0.0,1.0,1.0,3.0
2019,pre,computer_graphics,2,0.5,1.0,0.0,0.5,1.0,1.0,4.0
2019,baseline,computer_graphics,9796,0.1134,0.1365,0.0475,0.1241,0.0481,0.4282,2.898
2019,baseline,computer_networks,58278,0.2277,0.1205,0.0616,0.2006,0.0655,0.3664,3.394
2019,pre,computer_networks,18,0.2778,0.3333,0.2222,0.3889,1.0,0.8333,3.111
2019,post,computer_networks,3,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2019,baseline,computer_vision,81632,0.2773,0.1183,0.0604,0.1579,0.1216,0.415,3.712
2019,post,computer_vision,11,0.3636,0.0,0.2727,0.3636,1.0,1.0,7.182
2019,pre,computer_vision,27,0.2963,0.2963,0.0,0.2963,1.0,1.0,4.37
2019,baseline,cybersecurity,31551,0.103,0.128,0.0366,0.117,0.0553,0.4075,2.834
2019,pre,cybersecurity,3,0.0,0.3333,0.0,0.3333,1.0,1.0,5.0
2019,post,cybersecurity,7,0.0,0.4286,0.0,0.2857,1.0,1.0,3.714
2019,post,database_systems,1,1.0,0.0,0.0,0.0,1.0,1.0,4.0
2019,pre,database_systems,4,0.0,0.25,0.5,0.0,1.0,1.0,2.75
2019,baseline,database_systems,16574,0.1078,0.1104,0.0404,0.1234,0.0336,0.4532,2.934
2019,post,deep_learning_architectures,7,0.0,0.2857,0.1429,0.2857,1.0,1.0,3.0
2019,baseline,deep_learning_architectures,15350,0.2506,0.1516,0.0593,0.1745,0.1738,0.4552,3.556
2019,pre,deep_learning_architectures,6,0.1667,0.5,0.0,0.3333,1.0,1.0,3.167
2019,pre,distributed_computing,5,0.2,0.2,0.0,0.4,1.0,1.0,3.0
2019,baseline,distributed_computing,11487,0.1791,0.1977,0.0504,0.1726,0.0868,0.4341,3.368
2019,post,distributed_computing,3,0.0,0.0,0.0,0.3333,1.0,1.0,2.0
2019,baseline,edge_computing,6649,0.1396,0.1148,0.0486,0.1785,0.0203,0.3443,3.359
2019,post,edge_computing,1,0.0,0.0,0.0,0.0,1.0,1.0,3.0
2019,baseline,federated_learning,216,0.1806,0.25,0.0648,0.1713,0.0648,0.4907,3.472
2019,post,formal_verification,7,0.0,0.0,0.0,0.7143,1.0,0.8571,2.571
2019,baseline,formal_verification,4788,0.1005,0.1316,0.0357,0.2435,0.1976,0.5777,2.776
2019,pre,formal_verification,7,0.1429,0.2857,0.0,0.7143,1.0,1.0,2.571
2019,baseline,foundation_models,83,0.3012,0.2651,0.1205,0.2289,0.1928,0.4458,4.434
2019,baseline,generative_ai,1266,0.237,0.1943,0.0853,0.1469,0.2488,0.466,3.575
2019,post,hci,2,0.5,0.0,0.0,0.5,1.0,1.0,4.0
2019,baseline,hci,37208,0.0587,0.1417,0.0349,0.1171,0.0223,0.3994,3.066
2019,pre,hci,2,0.0,1.0,0.0,0.0,1.0,1.0,3.0
2019,post,information_retrieval,2,0.0,0.0,0.0,1.0,1.0,1.0,2.0
2019,baseline,information_retrieval,12298,0.1943,0.1383,0.0692,0.1511,0.0916,0.436,3.35
2019,pre,information_retrieval,4,0.5,0.25,0.25,0.25,1.0,1.0,4.25
2019,baseline,llm,1857,0.1341,0.0964,0.0598,0.0894,0.0549,0.3409,3.073
2019,baseline,ml_theory,17024,0.1535,0.2274,0.0773,0.1634,0.3046,0.5953,3.149
2019,pre,ml_theory,21,0.1905,0.4286,0.0952,0.4286,1.0,0.9524,3.143
2019,post,ml_theory,11,0.0909,0.3636,0.3636,0.3636,1.0,1.0,3.455
2019,baseline,multimodal_ai,632,0.394,0.1883,0.1108,0.1978,0.1883,0.4225,3.908
2019,baseline,nlp,25725,0.1328,0.1341,0.0681,0.1228,0.136,0.5435,3.154
2019,pre,nlp,2,0.0,0.0,0.5,0.0,1.0,1.0,2.5
2019,post,nlp,11,0.0,0.3636,0.0909,0.3636,1.0,1.0,3.364
2019,baseline,operating_systems,1578,0.1394,0.1584,0.0735,0.1255,0.0342,0.3878,2.999
2019,pre,operating_systems,1,0.0,1.0,1.0,0.0,1.0,1.0,5.0
2019,baseline,privacy_preserving_computation,3256,0.1895,0.1987,0.0501,0.1827,0.0934,0.4487,3.325
2019,pre,programming_languages,3,0.0,0.3333,0.0,0.3333,1.0,1.0,2.667
2019,baseline,programming_languages,4471,0.0512,0.1436,0.0282,0.1454,0.1118,0.5328,2.365
2019,pre,quantum_computing,6,0.1667,0.1667,0.1667,0.5,1.0,1.0,3.667
2019,baseline,quantum_computing,7473,0.195,0.1551,0.0541,0.2061,0.055,0.5535,3.755
2019,post,quantum_computing,3,1.0,0.0,0.0,0.3333,1.0,1.0,5.0
2019,baseline,reinforcement_learning,4735,0.1757,0.237,0.1012,0.1415,0.2769,0.5166,3.289
2019,pre,reinforcement_learning,3,0.0,0.3333,0.3333,0.6667,1.0,1.0,4.0
2019,post,reinforcement_learning,3,0.0,0.3333,0.3333,0.0,1.0,1.0,1.333
2019,post,robotics,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2019,pre,robotics,9,0.1111,0.5556,0.1111,0.4444,1.0,0.6667,2.778
2019,baseline,robotics,20045,0.2113,0.1761,0.0529,0.1707,0.1106,0.3911,3.786
2019,post,scientific_computing,3,0.0,0.0,0.0,0.0,1.0,1.0,2.333
2019,pre,scientific_computing,102,0.1373,0.2353,0.0196,0.3529,1.0,0.951,2.598
2019,baseline,scientific_computing,18219,0.2475,0.1713,0.0354,0.2323,0.1239,0.5402,3.135
2019,pre,software_engineering,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2019,post,software_engineering,4,0.0,0.0,0.0,0.25,1.0,1.0,3.75
2019,baseline,software_engineering,28930,0.0577,0.0777,0.037,0.1046,0.0358,0.3823,2.566
2019,baseline,speech_audio,12780,0.1381,0.1002,0.065,0.1126,0.0982,0.4074,3.1
2019,pre,speech_audio,3,0.0,0.3333,0.0,0.3333,1.0,1.0,1.667
2019,baseline,sustainable_computing,667,0.1664,0.1739,0.0405,0.1979,0.027,0.4018,3.261
2020,baseline,ai_accelerators,1085,0.2507,0.2406,0.0608,0.2461,0.1134,0.4101,4.532
2020,post,ai_agents,3,0.0,0.0,0.0,0.0,1.0,1.0,4.0
2020,baseline,ai_agents,5126,0.1851,0.1092,0.0308,0.1773,0.1178,0.4992,2.967
2020,post,ai_safety,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2020,baseline,ai_safety,2153,0.0376,0.2606,0.0646,0.1319,0.1709,0.5625,2.7
2020,baseline,algorithms,29342,0.1856,0.1522,0.0313,0.2337,0.1347,0.554,2.888
2020,post,algorithms,23,0.0435,0.2174,0.0435,0.3913,1.0,1.0,2.913
2020,pre,algorithms,11,0.0,0.2727,0.0,0.1818,0.9091,1.0,2.636
2020,pre,applied_cryptography,1,1.0,0.0,0.0,0.0,1.0,1.0,1.0
2020,post,applied_cryptography,2,0.0,0.0,0.0,0.0,1.0,1.0,2.5
2020,baseline,applied_cryptography,11276,0.1642,0.0868,0.0438,0.1563,0.0468,0.4327,2.971
2020,baseline,autonomous_scientific_discovery,193,0.1088,0.3212,0.0933,0.1813,0.1606,0.6684,4.425
2020,baseline,blockchain,9688,0.1226,0.0824,0.0297,0.1361,0.0325,0.4047,2.794
2020,post,blockchain,3,0.0,0.0,0.0,0.0,1.0,1.0,4.333
2020,baseline,cloud_computing,8184,0.1477,0.0842,0.0442,0.1299,0.0208,0.3877,2.905
2020,baseline,compilers,737,0.0909,0.19,0.0529,0.1357,0.057,0.5427,3.033
2020,baseline,computational_biology,18078,0.1859,0.2428,0.0534,0.2199,0.0296,0.6409,5.128
2020,post,computational_complexity,6,0.0,0.3333,0.0,0.1667,1.0,1.0,3.167
2020,pre,computational_complexity,1,0.0,0.0,0.0,1.0,1.0,1.0,4.0
2020,baseline,computational_complexity,3865,0.1056,0.1415,0.0168,0.1946,0.1213,0.5679,2.566
2020,baseline,computer_architecture,17491,0.1377,0.1962,0.0932,0.1596,0.0414,0.3303,3.686
2020,post,computer_graphics,1,0.0,0.0,0.0,0.0,1.0,1.0,4.0
2020,baseline,computer_graphics,9444,0.1364,0.144,0.0497,0.142,0.0684,0.4842,2.916
2020,baseline,computer_networks,54382,0.2429,0.1209,0.0662,0.2249,0.0764,0.3882,3.482
2020,post,computer_networks,3,0.0,0.0,0.0,0.3333,1.0,1.0,3.0
2020,pre,computer_networks,4,0.0,0.25,0.25,0.5,1.0,1.0,3.0
2020,pre,computer_vision,4,0.5,0.0,0.0,0.25,1.0,1.0,3.75
2020,baseline,computer_vision,84014,0.2919,0.1198,0.0653,0.1652,0.1432,0.4669,3.822
2020,post,computer_vision,28,0.2857,0.25,0.1786,0.2143,1.0,1.0,4.464
2020,baseline,cybersecurity,32697,0.1191,0.13,0.0355,0.1253,0.0651,0.4388,2.897
2020,post,cybersecurity,8,0.0,0.375,0.125,0.375,1.0,1.0,4.375
2020,post,database_systems,2,0.0,0.0,0.0,0.0,1.0,1.0,10.0
2020,baseline,database_systems,15057,0.1216,0.1113,0.0414,0.1343,0.0434,0.495,3.057
2020,pre,database_systems,2,0.0,1.0,0.0,0.5,1.0,1.0,3.0
2020,pre,deep_learning_architectures,2,0.0,0.0,0.0,0.0,1.0,1.0,1.5
2020,baseline,deep_learning_architectures,17902,0.2731,0.1615,0.0678,0.1913,0.1986,0.5126,3.727
2020,post,deep_learning_architectures,5,0.0,0.4,0.2,0.4,1.0,1.0,3.0
2020,pre,distributed_computing,2,0.5,0.5,0.0,0.5,1.0,1.0,3.5
2020,post,distributed_computing,1,0.0,1.0,1.0,1.0,1.0,1.0,2.0
2020,baseline,distributed_computing,10898,0.194,0.1899,0.0584,0.1823,0.1012,0.4681,3.447
2020,post,edge_computing,1,0.0,0.0,0.0,0.0,1.0,1.0,3.0
2020,baseline,edge_computing,7114,0.1751,0.107,0.0447,0.211,0.0283,0.3663,3.436
2020,baseline,federated_learning,304,0.2072,0.2072,0.0757,0.2434,0.1743,0.5461,3.905
2020,pre,formal_verification,2,0.5,0.0,0.0,0.5,1.0,1.0,4.5
2020,baseline,formal_verification,4530,0.1044,0.1415,0.0391,0.243,0.2243,0.6351,2.859
2020,post,formal_verification,3,0.0,0.0,0.0,0.6667,1.0,1.0,2.333
2020,baseline,foundation_models,137,0.3139,0.219,0.073,0.146,0.2993,0.5255,3.803
2020,baseline,generative_ai,1498,0.245,0.1889,0.0794,0.1462,0.2036,0.4653,3.633
2020,baseline,hci,36247,0.063,0.1427,0.037,0.1265,0.0322,0.4348,3.126
2020,post,hci,4,0.0,0.25,0.0,0.25,1.0,1.0,2.0
2020,post,information_retrieval,3,0.0,0.0,0.0,0.0,1.0,1.0,4.333
2020,baseline,information_retrieval,11774,0.214,0.1395,0.0854,0.1618,0.1181,0.4676,3.247
2020,baseline,llm,2461,0.1451,0.1121,0.0813,0.1077,0.0947,0.4275,3.242
2020,baseline,ml_theory,19292,0.1493,0.2407,0.0809,0.1813,0.3396,0.6305,3.221
2020,pre,ml_theory,3,0.0,0.0,0.3333,0.6667,1.0,1.0,3.667
2020,post,ml_theory,14,0.0,0.2143,0.0,0.1429,1.0,1.0,3.214
2020,baseline,multimodal_ai,755,0.4053,0.2079,0.1311,0.2291,0.1841,0.4278,4.013
2020,post,nlp,23,0.1739,0.1739,0.2609,0.3043,1.0,1.0,4.13
2020,baseline,nlp,28724,0.1429,0.1459,0.0794,0.1374,0.1809,0.5686,3.294
2020,baseline,operating_systems,1454,0.1534,0.1589,0.0722,0.1437,0.0303,0.3982,3.071
2020,post,privacy_preserving_computation,2,0.0,0.0,0.5,0.5,1.0,1.0,2.0
2020,baseline,privacy_preserving_computation,4155,0.1641,0.2113,0.0602,0.194,0.1232,0.5083,3.463
2020,post,programming_languages,3,0.0,0.0,0.0,0.3333,1.0,1.0,4.667
2020,baseline,programming_languages,4123,0.0589,0.155,0.0303,0.146,0.1179,0.5511,2.439
2020,pre,quantum_computing,3,0.0,0.6667,0.6667,0.6667,1.0,1.0,2.0
2020,baseline,quantum_computing,8096,0.1902,0.1784,0.0615,0.2134,0.0725,0.5983,3.697
2020,baseline,reinforcement_learning,5674,0.1882,0.2652,0.1038,0.1768,0.2978,0.5583,3.438
2020,post,reinforcement_learning,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2020,post,robotics,2,0.0,0.5,0.0,0.5,1.0,1.0,2.0
2020,pre,robotics,5,0.2,0.8,0.4,0.4,1.0,0.8,4.0
2020,baseline,robotics,20346,0.1966,0.2101,0.0598,0.1794,0.1495,0.4674,3.798
2020,baseline,scientific_computing,19719,0.2425,0.1752,0.0312,0.2442,0.1673,0.5889,3.243
2020,post,scientific_computing,5,0.2,0.4,0.0,0.8,1.0,1.0,2.8
2020,pre,scientific_computing,16,0.0,0.125,0.0,0.375,1.0,0.9375,2.188
2020,post,software_engineering,1,0.0,1.0,0.0,0.0,1.0,1.0,3.0
2020,pre,software_engineering,1,0.0,0.0,1.0,1.0,1.0,1.0,3.0
2020,baseline,software_engineering,27754,0.0673,0.0862,0.0382,0.1131,0.0464,0.4258,2.662
2020,baseline,speech_audio,12490,0.1448,0.1029,0.0749,0.1233,0.1324,0.4532,3.205
2020,post,speech_audio,3,0.0,0.3333,0.3333,0.3333,1.0,1.0,2.667
2020,baseline,sustainable_computing,634,0.2145,0.1562,0.0568,0.2618,0.0505,0.4811,3.554
2021,baseline,ai_accelerators,1249,0.2858,0.2314,0.0769,0.2346,0.1153,0.4139,4.869
2021,post,ai_agents,2,0.0,0.5,0.0,0.5,1.0,1.0,3.0
2021,baseline,ai_agents,4890,0.1945,0.1415,0.0315,0.192,0.1247,0.5284,3.1
2021,baseline,ai_safety,2493,0.0461,0.2944,0.0542,0.1777,0.2166,0.6193,2.908
2021,pre,ai_safety,1,0.0,1.0,1.0,1.0,1.0,1.0,6.0
2021,baseline,algorithms,28971,0.2026,0.1532,0.0315,0.237,0.143,0.5746,2.96
2021,pre,algorithms,5,0.0,0.4,0.0,0.2,0.6,1.0,2.0
2021,post,algorithms,47,0.0,0.3617,0.0426,0.3191,0.9362,0.9362,3.106
2021,baseline,applied_cryptography,10920,0.1968,0.0904,0.0473,0.1662,0.0542,0.4442,3.1
2021,post,applied_cryptography,4,0.0,0.25,0.0,0.25,0.5,1.0,3.25
2021,baseline,autonomous_scientific_discovery,221,0.0588,0.3258,0.0814,0.1674,0.2443,0.7104,4.643
2021,baseline,blockchain,10644,0.1487,0.0821,0.0336,0.1458,0.0316,0.4334,2.946
2021,post,blockchain,3,0.3333,0.3333,0.0,0.3333,0.6667,1.0,5.333
2021,baseline,cloud_computing,7735,0.1694,0.0829,0.0512,0.1396,0.0244,0.4105,2.996
2021,baseline,compilers,709,0.1086,0.2116,0.0917,0.1636,0.0465,0.5416,3.169
2021,baseline,computational_biology,19218,0.2026,0.2293,0.0558,0.2368,0.0312,0.6674,5.123
2021,baseline,computational_complexity,3753,0.1159,0.1367,0.0189,0.1937,0.121,0.5838,2.678
2021,post,computational_complexity,10,0.0,0.3,0.0,0.0,0.9,0.9,2.9
2021,pre,computational_complexity,2,0.0,0.5,0.0,0.5,1.0,1.0,3.0
2021,post,computer_architecture,4,0.0,0.5,0.0,0.5,1.0,1.0,4.75
2021,baseline,computer_architecture,16396,0.156,0.1994,0.1045,0.1649,0.0504,0.3453,3.86
2021,baseline,computer_graphics,8966,0.1694,0.137,0.0552,0.1374,0.0751,0.5152,3.031
2021,post,computer_graphics,3,0.0,0.0,0.0,0.3333,0.6667,0.6667,2.667
2021,baseline,computer_networks,51635,0.2651,0.1166,0.0781,0.2306,0.083,0.4144,3.575
2021,pre,computer_networks,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2021,post,computer_networks,8,0.125,0.0,0.125,0.25,1.0,1.0,4.125
2021,post,computer_vision,53,0.1887,0.1132,0.0377,0.1887,0.9245,0.9434,4.151
2021,baseline,computer_vision,93042,0.3358,0.1179,0.0736,0.1712,0.1556,0.4797,4.015
2021,pre,computer_vision,1,0.0,1.0,0.0,1.0,1.0,1.0,3.0
2021,baseline,cybersecurity,31770,0.138,0.1298,0.0413,0.1408,0.0716,0.4731,3.092
2021,post,cybersecurity,9,0.0,0.0,0.1111,0.1111,1.0,1.0,4.333
2021,baseline,database_systems,14331,0.1502,0.1043,0.0518,0.1423,0.0498,0.5393,3.296
2021,post,database_systems,1,0.0,0.0,0.0,1.0,1.0,1.0,5.0
2021,post,deep_learning_architectures,12,0.0833,0.1667,0.1667,0.1667,1.0,1.0,3.75
2021,pre,deep_learning_architectures,1,1.0,0.0,0.0,0.0,1.0,0.0,3.0
2021,baseline,deep_learning_architectures,21211,0.3058,0.1691,0.0764,0.2017,0.2191,0.5294,3.794
2021,baseline,distributed_computing,10088,0.2127,0.191,0.0643,0.1884,0.1107,0.4908,3.54
2021,pre,distributed_computing,1,0.0,1.0,0.0,0.0,0.0,1.0,3.0
2021,post,distributed_computing,7,0.1429,0.2857,0.0,0.5714,1.0,1.0,3.143
2021,baseline,edge_computing,7910,0.1958,0.0952,0.0497,0.2155,0.0279,0.4023,3.519
2021,post,federated_learning,1,0.0,0.0,0.0,0.0,1.0,1.0,4.0
2021,baseline,federated_learning,650,0.2677,0.2554,0.1092,0.2215,0.2385,0.5092,3.963
2021,post,formal_verification,4,0.0,0.0,0.0,0.5,1.0,1.0,2.5
2021,baseline,formal_verification,4507,0.1041,0.1378,0.0375,0.2443,0.2403,0.6357,2.842
2021,baseline,foundation_models,249,0.3775,0.241,0.1084,0.2209,0.3293,0.5301,4.418
2021,baseline,generative_ai,1959,0.2838,0.1868,0.0812,0.1741,0.2006,0.4609,3.646
2021,post,generative_ai,1,0.0,0.0,0.0,1.0,1.0,1.0,4.0
2021,post,hci,10,0.1,0.0,0.0,0.5,1.0,1.0,3.9
2021,baseline,hci,34419,0.0893,0.151,0.0371,0.1405,0.039,0.4914,3.338
2021,baseline,information_retrieval,11536,0.2499,0.1328,0.0911,0.1738,0.1351,0.4956,3.407
2021,post,information_retrieval,7,0.1429,0.0,0.2857,0.0,1.0,1.0,2.714
2021,post,llm,2,0.5,0.0,0.5,0.0,1.0,1.0,5.0
2021,baseline,llm,2847,0.209,0.1507,0.1117,0.1236,0.1324,0.4939,3.597
2021,pre,ml_theory,2,0.0,0.5,0.0,1.0,1.0,1.0,2.0
2021,baseline,ml_theory,19943,0.1689,0.2307,0.0824,0.1926,0.3116,0.6341,3.358
2021,post,ml_theory,11,0.1818,0.2727,0.0909,0.2727,1.0,1.0,3.091
2021,baseline,multimodal_ai,946,0.4693,0.1744,0.1332,0.2452,0.185,0.4313,4.196
2021,post,multimodal_ai,2,0.0,0.5,0.5,0.0,1.0,1.0,1.5
2021,baseline,nlp,29555,0.1756,0.1559,0.0914,0.1505,0.1871,0.6122,3.443
2021,post,nlp,38,0.1053,0.2632,0.1579,0.2105,0.9474,1.0,4.289
2021,post,operating_systems,1,0.0,0.0,0.0,0.0,0.0,0.0,1.0
2021,baseline,operating_systems,1322,0.18,0.1445,0.0983,0.1377,0.0272,0.4584,3.332
2021,post,privacy_preserving_computation,1,0.0,0.0,0.0,0.0,1.0,1.0,4.0
2021,baseline,privacy_preserving_computation,4240,0.1995,0.216,0.0726,0.2078,0.1363,0.5389,3.705
2021,baseline,programming_languages,3972,0.0622,0.1433,0.0305,0.1568,0.1365,0.5997,2.489
2021,post,programming_languages,6,0.0,0.0,0.0,0.1667,1.0,1.0,1.5
2021,baseline,quantum_computing,9273,0.1785,0.1857,0.0771,0.2061,0.0764,0.626,3.997
2021,pre,quantum_computing,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2021,post,quantum_computing,6,0.0,0.3333,0.0,0.1667,1.0,1.0,2.333
2021,baseline,reinforcement_learning,6587,0.2408,0.269,0.1084,0.1861,0.3095,0.5737,3.6
2021,post,reinforcement_learning,5,0.0,0.0,0.2,0.0,0.8,1.0,3.0
2021,baseline,robotics,22059,0.2466,0.1899,0.0596,0.1815,0.1688,0.4756,3.924
2021,post,robotics,7,0.0,0.2857,0.0,0.0,1.0,1.0,4.143
2021,pre,scientific_computing,2,0.0,0.5,0.0,0.5,1.0,1.0,2.5
2021,post,scientific_computing,8,0.0,0.0,0.0,0.25,0.875,1.0,2.375
2021,baseline,scientific_computing,20289,0.2473,0.171,0.0344,0.2401,0.1854,0.5948,3.247
2021,post,software_engineering,7,0.1429,0.2857,0.1429,0.2857,0.8571,0.8571,4.143
2021,baseline,software_engineering,24664,0.0827,0.0936,0.047,0.1295,0.0722,0.4869,2.894
2021,baseline,speech_audio,12783,0.1848,0.1181,0.0952,0.1327,0.1519,0.476,3.468
2021,post,speech_audio,4,0.5,0.25,0.0,0.5,1.0,1.0,4.75
2021,baseline,sustainable_computing,717,0.2218,0.1855,0.0502,0.2427,0.0516,0.5202,3.661
2022,baseline,ai_accelerators,1341,0.2677,0.2424,0.0895,0.2528,0.1111,0.4534,5.238
2022,post,ai_accelerators,80,0.4875,0.225,0.0625,0.225,0.0125,0.4375,4.888
2022,baseline,ai_agents,4131,0.252,0.1268,0.0315,0.1915,0.1365,0.5556,3.269
2022,post,ai_agents,390,0.2436,0.0821,0.0308,0.1513,0.1385,0.6051,3.072
2022,post,ai_safety,205,0.0634,0.2585,0.0293,0.1561,0.2,0.6146,3.127
2022,baseline,ai_safety,2749,0.0531,0.2699,0.0691,0.1848,0.1961,0.6501,3.057
2022,post,algorithms,2237,0.2713,0.1203,0.0246,0.2083,0.0997,0.5431,3.077
2022,pre,algorithms,2,0.0,0.0,0.0,0.5,1.0,1.0,2.0
2022,baseline,algorithms,25963,0.2425,0.1585,0.0349,0.2437,0.1415,0.583,3.061
2022,baseline,applied_cryptography,9409,0.2389,0.0983,0.0498,0.186,0.0543,0.4911,3.237
2022,post,applied_cryptography,890,0.2742,0.0539,0.0461,0.1371,0.0371,0.5146,3.217
2022,baseline,autonomous_scientific_discovery,215,0.1256,0.3767,0.093,0.2093,0.1953,0.6512,4.126
2022,post,autonomous_scientific_discovery,21,0.0952,0.381,0.0476,0.1905,0.2857,0.7143,3.905
2022,post,blockchain,1169,0.1814,0.071,0.0359,0.1454,0.0257,0.4953,3.163
2022,baseline,blockchain,10601,0.1663,0.0874,0.0326,0.1647,0.0322,0.4817,3.052
2022,baseline,cloud_computing,6306,0.1917,0.0864,0.0584,0.143,0.0251,0.4565,3.124
2022,post,cloud_computing,797,0.1982,0.079,0.0615,0.1129,0.0163,0.4291,3.031
2022,post,compilers,58,0.0517,0.0345,0.0172,0.1207,0.0,0.7069,3.397
2022,baseline,compilers,584,0.0993,0.2072,0.0822,0.1781,0.0599,0.5976,3.433
2022,post,computational_biology,2018,0.2914,0.2279,0.052,0.225,0.0238,0.5956,5.172
2022,baseline,computational_biology,17518,0.2238,0.2211,0.0528,0.2374,0.0347,0.6935,5.352
2022,baseline,computational_complexity,3266,0.131,0.1562,0.0233,0.214,0.1191,0.5842,2.755
2022,post,computational_complexity,275,0.1309,0.1127,0.0145,0.1673,0.1382,0.6436,2.665
2022,post,computer_architecture,1089,0.214,0.1579,0.0817,0.1524,0.045,0.3636,3.834
2022,baseline,computer_architecture,14085,0.1847,0.206,0.1199,0.1693,0.0552,0.3663,4.099
2022,post,computer_graphics,778,0.1799,0.1015,0.063,0.1054,0.0758,0.5938,3.085
2022,baseline,computer_graphics,7509,0.1963,0.1472,0.0587,0.1429,0.0993,0.5683,3.186
2022,pre,computer_networks,1,1.0,0.0,0.0,0.0,1.0,0.0,3.0
2022,baseline,computer_networks,44215,0.2916,0.1113,0.0822,0.2366,0.0894,0.4315,3.75
2022,post,computer_networks,4925,0.317,0.0993,0.0828,0.2337,0.0404,0.3789,3.787
2022,post,computer_vision,8585,0.3726,0.0874,0.0515,0.1449,0.1123,0.4953,4.089
2022,baseline,computer_vision,90119,0.3793,0.1063,0.0745,0.1753,0.1554,0.5056,4.18
2022,post,cybersecurity,3238,0.1868,0.1035,0.0389,0.1242,0.0537,0.491,3.283
2022,baseline,cybersecurity,28316,0.157,0.1322,0.0463,0.1548,0.0784,0.513,3.24
2022,baseline,database_systems,12221,0.1795,0.0996,0.0493,0.15,0.0489,0.5964,3.379
2022,post,database_systems,1404,0.1538,0.0926,0.0513,0.1132,0.0264,0.589,3.162
2022,baseline,deep_learning_architectures,20266,0.3449,0.1523,0.0673,0.2006,0.2212,0.5569,3.934
2022,post,deep_learning_architectures,2004,0.3468,0.1208,0.0509,0.1477,0.1816,0.5334,3.88
2022,post,distributed_computing,855,0.3111,0.1193,0.0421,0.1509,0.076,0.4538,3.591
2022,baseline,distributed_computing,8524,0.2475,0.1763,0.0644,0.1953,0.1098,0.5016,3.634
2022,baseline,edge_computing,7666,0.2224,0.0892,0.0536,0.2237,0.0256,0.4126,3.72
2022,post,edge_computing,888,0.2252,0.0856,0.0417,0.2005,0.0158,0.3784,3.67
2022,baseline,federated_learning,880,0.3227,0.2193,0.1068,0.2568,0.2159,0.5227,4.658
2022,post,federated_learning,94,0.4149,0.1489,0.0426,0.2234,0.1489,0.4362,3.979
2022,baseline,formal_verification,3703,0.118,0.1431,0.0416,0.2684,0.2609,0.6603,3.012
2022,post,formal_verification,292,0.161,0.1096,0.0479,0.1952,0.1781,0.6164,3.065
2022,baseline,foundation_models,313,0.3674,0.2013,0.099,0.1661,0.4026,0.6006,4.629
2022,post,foundation_models,37,0.6216,0.0811,0.1622,0.2162,0.2162,0.6216,5.297
2022,post,generative_ai,208,0.2788,0.101,0.0529,0.1442,0.1394,0.4663,3.659
2022,baseline,generative_ai,1952,0.2874,0.144,0.0625,0.1773,0.1901,0.5195,3.781
2022,post,hci,2949,0.1061,0.0953,0.0173,0.1261,0.0264,0.6355,3.263
2022,baseline,hci,31852,0.0967,0.1548,0.0376,0.1461,0.0451,0.5358,3.491
2022,post,information_retrieval,908,0.2841,0.0837,0.0518,0.1355,0.0826,0.5143,3.331
2022,baseline,information_retrieval,10335,0.3016,0.1272,0.1087,0.1722,0.1533,0.5442,3.553
2022,baseline,llm,2943,0.2314,0.1699,0.1223,0.1359,0.208,0.5963,3.879
2022,post,llm,323,0.2322,0.1858,0.096,0.1331,0.2601,0.6347,3.96
2022,post,ml_theory,1918,0.1794,0.1741,0.0553,0.1496,0.2242,0.5782,3.395
2022,baseline,ml_theory,18213,0.1898,0.2007,0.0703,0.1872,0.2975,0.6562,3.479
2022,post,multimodal_ai,97,0.4845,0.1649,0.0928,0.2577,0.2165,0.4948,4.567
2022,baseline,multimodal_ai,1181,0.5258,0.1304,0.1431,0.1846,0.2134,0.4674,4.456
2022,pre,nlp,1,0.0,0.0,0.0,0.0,1.0,1.0,4.0
2022,baseline,nlp,26840,0.2025,0.151,0.0918,0.1623,0.1914,0.6484,3.672
2022,post,nlp,2837,0.203,0.1146,0.0663,0.1445,0.1981,0.6105,3.477
2022,baseline,operating_systems,965,0.2093,0.143,0.0777,0.1565,0.0321,0.513,3.456
2022,post,operating_systems,118,0.1356,0.1186,0.0339,0.1017,0.0254,0.5593,2.992
2022,baseline,privacy_preserving_computation,3940,0.2246,0.2152,0.0756,0.2211,0.1561,0.5817,3.769
2022,post,privacy_preserving_computation,436,0.3716,0.1491,0.0688,0.1881,0.1124,0.4472,3.706
2022,post,programming_languages,288,0.0903,0.0417,0.0208,0.1042,0.0972,0.7361,2.688
2022,baseline,programming_languages,3376,0.0705,0.1605,0.0427,0.1804,0.1348,0.6099,2.609
2022,post,quantum_computing,799,0.2115,0.199,0.0876,0.2278,0.0713,0.7134,3.946
2022,baseline,quantum_computing,8417,0.2053,0.2223,0.0985,0.2231,0.0926,0.672,3.959
2022,post,reinforcement_learning,666,0.3063,0.2042,0.0841,0.1682,0.2553,0.5225,3.728
2022,baseline,reinforcement_learning,6351,0.2903,0.2121,0.0931,0.1735,0.2907,0.5579,3.733
2022,baseline,robotics,21166,0.2672,0.1764,0.06,0.1801,0.1875,0.4943,4.074
2022,post,robotics,1937,0.4177,0.1239,0.0413,0.1791,0.1136,0.4399,4.08
2022,post,scientific_computing,1760,0.2767,0.1517,0.029,0.225,0.1261,0.5608,3.417
2022,pre,scientific_computing,2,0.5,0.0,0.0,0.0,1.0,1.0,1.0
2022,baseline,scientific_computing,18170,0.2804,0.1718,0.0369,0.251,0.2024,0.6222,3.534
2022,baseline,software_engineering,21619,0.0929,0.0994,0.055,0.1359,0.0741,0.5436,3.017
2022,post,software_engineering,2106,0.1187,0.0655,0.0418,0.0959,0.0465,0.5793,2.952
2022,post,speech_audio,1078,0.2746,0.0724,0.0529,0.1197,0.0891,0.551,3.432
2022,baseline,speech_audio,11620,0.2333,0.1095,0.0998,0.1434,0.1675,0.5202,3.643
2022,post,sustainable_computing,78,0.2308,0.141,0.0641,0.2308,0.0769,0.6538,3.59
2022,baseline,sustainable_computing,752,0.246,0.1755,0.0585,0.2447,0.0465,0.4973,3.914
2023,baseline,ai_accelerators,32,0.1875,0.4688,0.1875,0.3125,0.7188,0.8125,5.5
2023,post,ai_accelerators,1567,0.3101,0.2246,0.0862,0.238,0.0893,0.4416,5.294
2023,post,ai_agents,4912,0.2673,0.115,0.0364,0.1861,0.1423,0.5867,3.342
2023,baseline,ai_agents,79,0.3038,0.3671,0.1266,0.3924,0.8228,0.8987,4.114
2023,post,ai_safety,3960,0.0548,0.2593,0.0606,0.179,0.2225,0.7081,3.08
2023,baseline,ai_safety,55,0.0727,0.4727,0.0909,0.3273,0.8,0.9455,4.273
2023,pre,algorithms,1,0.0,0.0,0.0,0.0,1.0,1.0,1.0
2023,post,algorithms,27335,0.2562,0.1418,0.0332,0.2338,0.1265,0.6019,3.12
2023,baseline,algorithms,1195,0.0954,0.3247,0.0444,0.4209,0.6126,0.8435,3.09
2023,baseline,applied_cryptography,131,0.2366,0.1985,0.0916,0.3359,0.7405,0.8855,3.206
2023,post,applied_cryptography,11087,0.2385,0.0922,0.0515,0.174,0.0486,0.5315,3.256
2023,pre,applied_cryptography,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2023,baseline,autonomous_scientific_discovery,12,0.0,0.5,0.0833,0.25,0.75,1.0,4.25
2023,post,autonomous_scientific_discovery,388,0.1005,0.3325,0.0696,0.2088,0.2655,0.75,4.809
2023,post,blockchain,14260,0.1501,0.0745,0.0304,0.1508,0.0262,0.5109,3.089
2023,baseline,blockchain,89,0.1573,0.2584,0.0674,0.4382,0.4045,0.7303,3.584
2023,post,cloud_computing,7616,0.1756,0.0865,0.0685,0.1292,0.0213,0.5169,3.11
2023,baseline,cloud_computing,27,0.2593,0.1852,0.0741,0.3333,0.3704,0.6667,4.111
2023,baseline,compilers,5,0.2,0.6,0.2,0.6,0.6,0.8,3.8
2023,post,compilers,687,0.131,0.1674,0.0684,0.1368,0.0509,0.6769,3.48
2023,baseline,computational_biology,175,0.1314,0.3886,0.1257,0.3657,0.4629,0.9029,5.869
2023,post,computational_biology,20401,0.2255,0.2021,0.051,0.2295,0.0383,0.6763,5.322
2023,baseline,computational_complexity,81,0.037,0.2593,0.0123,0.3333,0.6667,0.9259,2.247
2023,post,computational_complexity,3418,0.1451,0.1243,0.0237,0.2039,0.1211,0.6085,2.907
2023,baseline,computer_architecture,101,0.1584,0.4257,0.1881,0.3267,0.7426,0.8614,5.366
2023,post,computer_architecture,16268,0.2064,0.1934,0.1127,0.1679,0.0562,0.4078,4.182
2023,pre,computer_graphics,1,1.0,0.0,0.0,1.0,1.0,1.0,4.0
2023,post,computer_graphics,9201,0.2016,0.1387,0.0619,0.1362,0.1048,0.6405,3.25
2023,baseline,computer_graphics,95,0.2421,0.2947,0.1368,0.3684,0.5263,0.7684,4.126
2023,post,computer_networks,51205,0.305,0.1044,0.0872,0.2313,0.0719,0.4381,3.854
2023,baseline,computer_networks,676,0.2988,0.2396,0.1272,0.4911,0.8121,0.895,4.087
2023,baseline,computer_vision,2547,0.36,0.256,0.1841,0.3286,0.8041,0.883,5.142
2023,post,computer_vision,111714,0.3907,0.095,0.0672,0.164,0.1516,0.522,4.276
2023,baseline,cybersecurity,368,0.1929,0.3478,0.106,0.3723,0.7853,0.894,4.315
2023,post,cybersecurity,36113,0.1543,0.1243,0.0435,0.1435,0.0674,0.5534,3.26
2023,baseline,database_systems,95,0.1789,0.2842,0.1474,0.4526,0.8,0.9474,4.695
2023,post,database_systems,14392,0.1695,0.0933,0.0538,0.1336,0.0456,0.6591,3.392
2023,baseline,deep_learning_architectures,629,0.2814,0.3084,0.1113,0.3037,0.8124,0.9094,4.161
2023,post,deep_learning_architectures,24978,0.3643,0.1375,0.068,0.1931,0.1961,0.5627,3.985
2023,post,distributed_computing,9664,0.2739,0.1739,0.0691,0.1911,0.0972,0.5465,3.73
2023,baseline,distributed_computing,134,0.1567,0.3955,0.1269,0.3881,0.7239,0.8806,4.94
2023,post,edge_computing,9080,0.2148,0.0878,0.051,0.2214,0.0246,0.43,3.721
2023,baseline,edge_computing,40,0.25,0.4,0.1,0.475,0.7,0.825,5.125
2023,post,federated_learning,1467,0.3565,0.182,0.0832,0.2522,0.1677,0.5058,4.235
2023,baseline,federated_learning,30,0.4667,0.2667,0.0667,0.5333,0.7667,0.8333,4.867
2023,baseline,formal_verification,137,0.0511,0.2774,0.0438,0.4088,0.7664,0.9489,3.051
2023,post,formal_verification,4248,0.1236,0.137,0.0391,0.2651,0.2651,0.6883,2.972
2023,post,foundation_models,563,0.3783,0.1829,0.0853,0.1741,0.444,0.6643,5.025
2023,baseline,foundation_models,8,0.25,0.25,0.125,0.375,0.625,0.625,4.0
2023,baseline,generative_ai,49,0.1429,0.3061,0.1633,0.2653,0.7143,0.7755,3.796
2023,post,generative_ai,3597,0.2616,0.1507,0.0556,0.1529,0.1724,0.5635,3.571
2023,post,hci,40423,0.0994,0.1392,0.0352,0.1424,0.0483,0.6369,3.489
2023,baseline,hci,164,0.1037,0.3598,0.0915,0.3476,0.5793,0.8902,4.622
2023,post,information_retrieval,12421,0.3156,0.1169,0.1065,0.1647,0.1479,0.6093,3.601
2023,baseline,information_retrieval,147,0.3673,0.2925,0.2585,0.3673,0.7959,0.9048,5.224
2023,post,llm,10332,0.1815,0.2002,0.0938,0.1495,0.2537,0.7129,3.78
2023,baseline,llm,57,0.3158,0.4737,0.2982,0.2982,0.7018,0.8947,12.579
2023,baseline,ml_theory,733,0.1514,0.3779,0.1091,0.3302,0.7422,0.9018,3.626
2023,post,ml_theory,22160,0.1991,0.1787,0.0602,0.1764,0.2568,0.6606,3.526
2023,baseline,multimodal_ai,18,0.4444,0.2222,0.1667,0.1111,0.7222,0.9444,5.5
2023,post,multimodal_ai,1914,0.5486,0.1332,0.1254,0.187,0.2665,0.5946,4.753
2023,post,nlp,33400,0.2043,0.1387,0.0764,0.1607,0.2012,0.6816,3.664
2023,baseline,nlp,565,0.2142,0.3504,0.2265,0.2991,0.6708,0.9593,5.228
2023,baseline,operating_systems,3,0.6667,0.0,0.3333,0.0,1.0,1.0,6.0
2023,post,operating_systems,1170,0.2308,0.1521,0.0897,0.141,0.0504,0.5718,3.696
2023,baseline,privacy_preserving_computation,104,0.1923,0.4231,0.1442,0.5096,0.7115,0.9231,4.394
2023,post,privacy_preserving_computation,4906,0.2662,0.1936,0.0671,0.2224,0.1449,0.5946,3.818
2023,post,programming_languages,3822,0.0801,0.1308,0.0322,0.1533,0.1227,0.6669,2.567
2023,baseline,programming_languages,54,0.037,0.3519,0.0556,0.3704,0.7037,0.9444,3.593
2023,post,quantum_computing,10237,0.1889,0.2151,0.0962,0.2131,0.0795,0.6837,4.082
2023,baseline,quantum_computing,307,0.1629,0.316,0.1531,0.3974,0.4235,0.9283,4.798
2023,post,reinforcement_learning,8203,0.3344,0.1872,0.0745,0.1681,0.2604,0.5574,3.832
2023,baseline,reinforcement_learning,219,0.1644,0.3744,0.137,0.2877,0.79,0.8767,3.699
2023,baseline,robotics,505,0.1505,0.4376,0.1168,0.2653,0.8733,0.9267,4.364
2023,post,robotics,25254,0.3114,0.1607,0.0569,0.1764,0.1845,0.5093,4.152
2023,post,scientific_computing,19480,0.2953,0.1676,0.0401,0.2462,0.1657,0.6018,3.429
2023,pre,scientific_computing,3,0.0,0.0,0.0,0.6667,1.0,1.0,2.0
2023,baseline,scientific_computing,940,0.1628,0.334,0.0245,0.3543,0.834,0.9489,3.152
2023,baseline,software_engineering,187,0.1711,0.1872,0.1337,0.4225,0.5348,0.8235,4.294
2023,post,software_engineering,26058,0.0995,0.0924,0.0499,0.1292,0.0722,0.6213,3.019
2023,baseline,speech_audio,355,0.1972,0.3577,0.338,0.2958,0.8254,0.8958,4.766
2023,post,speech_audio,14333,0.2172,0.0996,0.0837,0.1322,0.1704,0.5598,3.626
2023,post,sustainable_computing,1073,0.2432,0.1622,0.0801,0.2209,0.0718,0.5778,3.954
2023,baseline,sustainable_computing,5,0.0,0.6,0.2,0.0,1.0,1.0,3.8
2024,baseline,ai_accelerators,5,0.0,0.2,0.2,0.4,1.0,1.0,5.8
2024,post,ai_accelerators,1715,0.3376,0.193,0.0746,0.2117,0.1073,0.4239,5.27
2024,post,ai_agents,5888,0.2661,0.1165,0.0343,0.1619,0.1686,0.5922,3.481
2024,baseline,ai_agents,11,0.3636,0.1818,0.0909,0.2727,0.9091,1.0,4.091
2024,baseline,ai_safety,16,0.1875,0.5625,0.125,0.25,0.625,0.75,3.75
2024,post,ai_safety,6201,0.0555,0.2348,0.0437,0.168,0.2092,0.7002,3.166
2024,baseline,algorithms,301,0.1063,0.3023,0.0399,0.4219,0.6113,0.8937,3.086
2024,pre,algorithms,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2024,post,algorithms,29655,0.2628,0.1426,0.0331,0.2325,0.1478,0.6008,3.178
2024,baseline,applied_cryptography,18,0.3333,0.2778,0.0,0.5556,0.6111,0.9444,3.889
2024,post,applied_cryptography,12408,0.2445,0.0892,0.0497,0.172,0.0516,0.4971,3.358
2024,post,autonomous_scientific_discovery,456,0.1316,0.2368,0.0658,0.2061,0.25,0.7193,4.524
2024,baseline,blockchain,13,0.1538,0.3077,0.0,0.3846,0.3846,0.8462,4.0
2024,post,blockchain,15363,0.1381,0.0738,0.0235,0.142,0.0258,0.5146,3.143
2024,post,cloud_computing,8597,0.1599,0.0976,0.0776,0.128,0.0264,0.5386,3.166
2024,baseline,cloud_computing,12,0.1667,0.5,0.0,0.3333,0.4167,0.6667,4.0
2024,baseline,compilers,1,0.0,0.0,0.0,0.0,1.0,1.0,7.0
2024,post,compilers,767,0.146,0.1669,0.09,0.1669,0.0808,0.6454,3.568
2024,post,computational_biology,23499,0.2475,0.1911,0.0466,0.2245,0.0485,0.6748,5.41
2024,baseline,computational_biology,23,0.1739,0.4348,0.2609,0.6087,0.5217,0.9565,5.696
2024,baseline,computational_complexity,37,0.0811,0.2432,0.027,0.3243,0.5405,0.8108,2.757
2024,post,computational_complexity,3787,0.1627,0.122,0.019,0.1954,0.1336,0.6237,2.962
2024,post,computer_architecture,17149,0.2345,0.1865,0.1051,0.1558,0.0735,0.3984,4.488
2024,baseline,computer_architecture,10,0.1,0.4,0.0,0.4,0.8,1.0,7.7
2024,baseline,computer_graphics,21,0.1905,0.1429,0.1429,0.3333,0.5238,0.7619,4.19
2024,post,computer_graphics,10590,0.216,0.128,0.0579,0.1317,0.1256,0.6182,3.385
2024,baseline,computer_networks,103,0.2621,0.2136,0.1456,0.4757,0.6505,0.7961,4.049
2024,post,computer_networks,54239,0.3051,0.1057,0.0762,0.2299,0.0843,0.4255,3.934
2024,baseline,computer_vision,375,0.4613,0.2533,0.1573,0.3787,0.7173,0.84,5.067
2024,post,computer_vision,132942,0.4018,0.0919,0.0593,0.1611,0.1741,0.52,4.4
2024,baseline,cybersecurity,69,0.3043,0.3188,0.1159,0.3913,0.6667,0.8841,4.812
2024,post,cybersecurity,45479,0.1501,0.1174,0.0405,0.1389,0.0753,0.5558,3.311
2024,post,database_systems,15014,0.1659,0.097,0.0515,0.1251,0.0565,0.6648,3.497
2024,baseline,database_systems,10,0.2,0.3,0.0,0.3,0.7,0.9,3.9
2024,post,deep_learning_architectures,28853,0.3714,0.1316,0.0589,0.1904,0.2177,0.5622,4.154
2024,baseline,deep_learning_architectures,132,0.3182,0.303,0.0909,0.3258,0.7576,0.9015,4.129
2024,baseline,distributed_computing,27,0.1481,0.2222,0.1111,0.3333,0.5556,0.8148,3.963
2024,post,distributed_computing,10574,0.2745,0.1701,0.0681,0.1838,0.1154,0.526,3.864
2024,baseline,edge_computing,7,0.1429,0.5714,0.2857,0.4286,0.5714,0.7143,4.286
2024,post,edge_computing,10203,0.2225,0.0828,0.0465,0.2039,0.0297,0.4136,3.778
2024,post,federated_learning,2065,0.4232,0.1554,0.0634,0.2615,0.1758,0.4552,4.311
2024,baseline,federated_learning,5,0.0,0.4,0.4,0.2,0.6,0.8,3.8
2024,pre,formal_verification,1,0.0,0.0,0.0,0.0,1.0,0.0,1.0
2024,post,formal_verification,4194,0.1319,0.1328,0.042,0.2737,0.253,0.695,3.069
2024,baseline,formal_verification,38,0.0263,0.1842,0.0263,0.4737,0.8421,0.9737,2.842
2024,baseline,foundation_models,1,1.0,1.0,0.0,1.0,1.0,1.0,4.0
2024,post,foundation_models,1045,0.3407,0.2364,0.0947,0.2335,0.4871,0.6861,5.201
2024,baseline,generative_ai,11,0.2727,0.0909,0.0909,0.3636,0.8182,1.0,3.636
2024,post,generative_ai,7136,0.2379,0.1359,0.0425,0.1382,0.1392,0.5646,3.873
2024,baseline,hci,32,0.1875,0.2813,0.125,0.5625,0.4688,0.8438,4.906
2024,post,hci,48042,0.1042,0.1352,0.0298,0.1373,0.0617,0.6278,3.52
2024,post,information_retrieval,14120,0.3161,0.1125,0.0934,0.1618,0.1756,0.5898,3.642
2024,baseline,information_retrieval,26,0.3846,0.2308,0.2308,0.3846,0.8077,0.8462,4.577
2024,post,llm,24861,0.173,0.1976,0.0856,0.1443,0.2912,0.7103,4.11
2024,baseline,llm,12,0.3333,0.3333,0.25,0.4167,0.3333,0.6667,5.167
2024,baseline,ml_theory,179,0.162,0.3911,0.067,0.3855,0.6983,0.8994,3.626
2024,post,ml_theory,26531,0.1971,0.1731,0.0525,0.1778,0.2528,0.6623,3.573
2024,post,multimodal_ai,3402,0.525,0.137,0.0964,0.1999,0.3136,0.5632,5.121
2024,baseline,multimodal_ai,6,1.0,0.1667,0.1667,0.6667,0.6667,0.8333,5.833
2024,baseline,nlp,74,0.3108,0.2703,0.2027,0.2568,0.5946,0.8514,5.122
2024,post,nlp,38757,0.1934,0.1256,0.0565,0.1473,0.208,0.6729,3.796
2024,post,operating_systems,1259,0.2367,0.1374,0.0874,0.1398,0.0445,0.5409,3.742
2024,baseline,operating_systems,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2024,baseline,privacy_preserving_computation,18,0.1111,0.6111,0.2778,0.3889,0.6111,1.0,4.444
2024,post,privacy_preserving_computation,6668,0.2722,0.1752,0.0604,0.2037,0.1435,0.5775,3.819
2024,baseline,programming_languages,8,0.0,0.125,0.125,0.375,0.75,0.75,4.25
2024,post,programming_languages,3838,0.08,0.149,0.0323,0.1628,0.1397,0.6709,2.706
2024,baseline,quantum_computing,75,0.1467,0.48,0.1733,0.4267,0.4133,0.92,4.44
2024,post,quantum_computing,12647,0.1791,0.215,0.0924,0.2163,0.0991,0.6726,4.147
2024,baseline,reinforcement_learning,46,0.1739,0.4348,0.1304,0.3043,0.7609,0.8261,3.957
2024,post,reinforcement_learning,9846,0.3523,0.1701,0.0639,0.172,0.2556,0.5581,3.828
2024,post,robotics,29916,0.3173,0.1614,0.0531,0.1716,0.2201,0.5058,4.302
2024,baseline,robotics,70,0.1429,0.4,0.1,0.2714,0.8286,0.9286,4.586
2024,baseline,scientific_computing,161,0.2609,0.3168,0.0435,0.3975,0.7081,0.8882,3.081
2024,post,scientific_computing,21726,0.3014,0.1647,0.0369,0.2337,0.2144,0.6183,3.49
2024,post,software_engineering,30489,0.1064,0.0944,0.0501,0.1222,0.0907,0.636,3.183
2024,baseline,software_engineering,44,0.0682,0.1591,0.1136,0.4318,0.5455,0.7727,4.159
2024,baseline,speech_audio,23,0.2174,0.1739,0.087,0.3478,0.4783,0.7826,4.435
2024,post,speech_audio,16404,0.2245,0.0943,0.0739,0.1312,0.1822,0.5574,3.721
2024,post,sustainable_computing,1271,0.2557,0.1338,0.0795,0.1943,0.0787,0.5578,3.889
2025,post,ai_accelerators,1906,0.351,0.1406,0.0714,0.1768,0.1081,0.4481,5.341
2025,post,ai_agents,8815,0.2288,0.1105,0.04,0.1416,0.2358,0.6535,3.683
2025,baseline,ai_agents,4,0.0,0.75,0.0,0.5,1.0,1.0,2.5
2025,post,ai_safety,10881,0.0543,0.1753,0.0297,0.1442,0.202,0.709,3.128
2025,baseline,ai_safety,4,0.0,0.5,0.25,0.5,1.0,1.0,2.25
2025,post,algorithms,33709,0.252,0.1255,0.0281,0.2162,0.1636,0.6326,3.179
2025,baseline,algorithms,86,0.093,0.2442,0.0233,0.4186,0.8488,1.0,2.965
2025,baseline,applied_cryptography,5,0.2,0.2,0.0,0.2,1.0,1.0,2.4
2025,post,applied_cryptography,14607,0.2125,0.0813,0.0509,0.1545,0.0637,0.5226,3.311
2025,post,autonomous_scientific_discovery,764,0.1414,0.1872,0.0537,0.1767,0.3141,0.7853,5.212
2025,post,blockchain,18011,0.1128,0.0705,0.0241,0.1341,0.0253,0.5348,3.069
2025,baseline,blockchain,1,0.0,0.0,0.0,1.0,1.0,1.0,3.0
2025,post,cloud_computing,10973,0.1211,0.1111,0.0722,0.1008,0.0327,0.5728,2.922
2025,baseline,cloud_computing,1,1.0,0.0,0.0,1.0,1.0,1.0,4.0
2025,post,compilers,767,0.1408,0.1499,0.0508,0.1499,0.0782,0.6597,3.58
2025,baseline,computational_biology,2,0.5,0.5,0.0,0.0,1.0,1.0,3.0
2025,post,computational_biology,28152,0.2449,0.1696,0.0385,0.2155,0.0575,0.6719,5.511
2025,baseline,computational_complexity,12,0.0833,0.25,0.0833,0.4167,1.0,1.0,2.667
2025,post,computational_complexity,4197,0.1384,0.1044,0.0157,0.1978,0.1592,0.6652,2.894
2025,baseline,computer_architecture,1,0.0,1.0,0.0,0.0,1.0,1.0,6.0
2025,post,computer_architecture,20208,0.2336,0.1645,0.0941,0.1425,0.0947,0.4181,4.374
2025,post,computer_graphics,12439,0.2169,0.1149,0.053,0.1274,0.1329,0.6286,3.498
2025,baseline,computer_graphics,1,0.0,0.0,0.0,1.0,1.0,1.0,6.0
2025,post,computer_networks,59546,0.3019,0.094,0.0708,0.2197,0.086,0.4309,3.999
2025,baseline,computer_networks,9,0.4444,0.3333,0.0,0.4444,1.0,1.0,3.333
2025,post,computer_vision,150701,0.384,0.0821,0.0528,0.1519,0.1899,0.5276,4.528
2025,baseline,computer_vision,56,0.3929,0.3214,0.1964,0.4643,1.0,1.0,4.804
2025,post,cybersecurity,59026,0.1374,0.1044,0.0351,0.1254,0.0853,0.5625,3.281
2025,baseline,cybersecurity,18,0.2778,0.2778,0.0556,0.3889,1.0,1.0,3.778
2025,baseline,database_systems,7,0.2857,0.4286,0.1429,0.2857,1.0,1.0,4.571
2025,post,database_systems,16674,0.1328,0.0945,0.0506,0.1136,0.0678,0.7097,3.437
2025,post,deep_learning_architectures,34110,0.3518,0.105,0.0488,0.1734,0.2299,0.58,3.985
2025,baseline,deep_learning_architectures,31,0.2903,0.1935,0.0645,0.4839,0.9677,1.0,3.677
2025,post,distributed_computing,12541,0.2456,0.1487,0.0657,0.1604,0.1293,0.5647,4.068
2025,pre,distributed_computing,1,0.0,0.0,0.0,0.0,1.0,1.0,1.0
2025,baseline,distributed_computing,8,0.375,0.25,0.0,0.25,1.0,1.0,3.25
2025,post,edge_computing,11554,0.2095,0.082,0.0413,0.1895,0.0286,0.4313,3.748
2025,baseline,federated_learning,1,0.0,0.0,0.0,0.0,1.0,1.0,6.0
2025,post,federated_learning,2543,0.4019,0.1074,0.0448,0.2206,0.1479,0.44,4.244
2025,baseline,formal_verification,10,0.1,0.2,0.1,0.4,0.9,1.0,3.6
2025,post,formal_verification,4613,0.1108,0.1288,0.0334,0.253,0.3213,0.7175,3.036
2025,baseline,foundation_models,1,1.0,0.0,0.0,0.0,1.0,1.0,3.0
2025,post,foundation_models,1853,0.3092,0.1641,0.0912,0.1878,0.4873,0.6999,7.008
2025,baseline,generative_ai,2,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2025,post,generative_ai,12741,0.232,0.1183,0.0352,0.1352,0.1188,0.5894,3.315
2025,baseline,hci,4,0.5,0.0,0.25,1.0,1.0,1.0,5.25
2025,post,hci,58144,0.0952,0.1144,0.0237,0.1274,0.0696,0.6531,3.478
2025,baseline,information_retrieval,5,0.2,0.4,0.2,0.6,1.0,1.0,3.8
2025,post,information_retrieval,17374,0.283,0.0894,0.0706,0.1377,0.1806,0.6215,3.698
2025,baseline,llm,1,0.0,1.0,0.0,0.0,1.0,1.0,3.0
2025,post,llm,45157,0.1716,0.1428,0.0652,0.1272,0.2818,0.7223,4.274
2025,post,ml_theory,32743,0.1822,0.1381,0.0401,0.1614,0.246,0.672,3.503
2025,baseline,ml_theory,55,0.1636,0.4727,0.0909,0.4727,0.8364,1.0,3.273
2025,post,multimodal_ai,6749,0.4749,0.1193,0.0794,0.1886,0.3063,0.5709,5.353
2025,baseline,nlp,13,0.2308,0.1538,0.1538,0.3077,0.9231,1.0,6.308
2025,post,nlp,42901,0.1673,0.1029,0.0449,0.1313,0.1974,0.6974,3.847
2025,post,operating_systems,1363,0.2201,0.1409,0.102,0.1394,0.0741,0.5708,3.864
2025,baseline,privacy_preserving_computation,4,0.25,0.5,0.5,0.5,1.0,1.0,3.25
2025,post,privacy_preserving_computation,8813,0.248,0.145,0.0478,0.1896,0.1317,0.5814,3.765
2025,post,programming_languages,4190,0.0766,0.1344,0.0258,0.1492,0.1618,0.6912,2.693
2025,baseline,programming_languages,3,0.0,0.0,0.0,0.0,0.6667,1.0,1.0
2025,post,quantum_computing,17457,0.1445,0.1819,0.0782,0.1878,0.1051,0.6794,4.136
2025,baseline,quantum_computing,14,0.1429,0.3571,0.0,0.5714,0.5,1.0,4.071
2025,post,reinforcement_learning,13202,0.3453,0.1331,0.0507,0.1556,0.2486,0.564,3.872
2025,baseline,reinforcement_learning,8,0.375,0.5,0.375,0.25,0.875,1.0,2.875
2025,baseline,robotics,13,0.2308,0.3846,0.1538,0.3846,1.0,1.0,4.077
2025,post,robotics,33451,0.334,0.1384,0.0459,0.1619,0.2615,0.5187,4.502
2025,baseline,scientific_computing,25,0.2,0.44,0.04,0.48,0.8,1.0,3.04
2025,post,scientific_computing,23163,0.277,0.1471,0.0314,0.2194,0.2629,0.6314,3.489
2025,pre,scientific_computing,3,0.3333,0.0,0.0,0.3333,1.0,1.0,2.667
2025,baseline,software_engineering,5,0.0,0.0,0.0,0.6,1.0,1.0,3.4
2025,post,software_engineering,36376,0.0962,0.0879,0.0416,0.1078,0.1122,0.6499,3.196
2025,post,speech_audio,18372,0.2127,0.0741,0.0554,0.1185,0.1869,0.5608,3.854
2025,baseline,speech_audio,1,0.0,1.0,0.0,0.0,1.0,1.0,4.0
2025,post,sustainable_computing,1639,0.1751,0.1086,0.0586,0.1733,0.0763,0.6223,3.628
2026,post,ai_accelerators,1649,0.336,0.174,0.0491,0.1734,0.1552,0.5221,5.324
2026,baseline,ai_agents,2,0.0,0.0,0.0,0.5,1.0,1.0,2.5
2026,post,ai_agents,12207,0.2079,0.1603,0.0646,0.156,0.3532,0.7345,3.959
2026,post,ai_safety,12544,0.0608,0.1738,0.0316,0.1383,0.2433,0.7451,3.152
2026,post,algorithms,28744,0.2104,0.1472,0.029,0.2084,0.2672,0.7478,3.014
2026,baseline,algorithms,32,0.0625,0.3125,0.0938,0.375,0.9375,1.0,3.438
2026,post,applied_cryptography,12176,0.2034,0.0786,0.042,0.1438,0.0954,0.5779,3.224
2026,baseline,applied_cryptography,2,0.0,0.0,0.0,0.0,1.0,1.0,2.5
2026,post,autonomous_scientific_discovery,910,0.178,0.2176,0.0769,0.1615,0.4846,0.8253,5.401
2026,post,blockchain,13276,0.0923,0.0696,0.0158,0.1114,0.0316,0.5505,2.83
2026,post,cloud_computing,8774,0.1039,0.0871,0.052,0.0888,0.0482,0.5391,2.806
2026,post,compilers,621,0.124,0.1787,0.0709,0.1417,0.1514,0.7134,3.467
2026,pre,computational_biology,1,0.0,0.0,0.0,1.0,1.0,1.0,2.0
2026,post,computational_biology,23786,0.2089,0.1665,0.0377,0.2018,0.0782,0.7036,5.376
2026,post,computational_complexity,4066,0.0878,0.1151,0.015,0.1626,0.2445,0.8195,2.526
2026,baseline,computational_complexity,1,0.0,0.0,0.0,0.0,1.0,1.0,1.0
2026,baseline,computer_architecture,1,0.0,1.0,0.0,1.0,1.0,1.0,4.0
2026,post,computer_architecture,15793,0.2125,0.1722,0.0806,0.1376,0.1615,0.5432,4.239
2026,post,computer_graphics,10258,0.1866,0.0979,0.0441,0.1096,0.1741,0.7021,3.48
2026,baseline,computer_graphics,2,0.5,0.5,0.0,0.0,1.0,1.0,5.0
2026,post,computer_networks,42412,0.2719,0.0893,0.0573,0.2024,0.1242,0.4981,3.849
2026,baseline,computer_networks,4,0.0,0.5,0.0,0.5,1.0,1.0,2.25
2026,post,computer_vision,117896,0.3551,0.0818,0.049,0.1483,0.2417,0.5989,4.564
2026,baseline,computer_vision,15,0.4,0.1333,0.0,0.2,1.0,1.0,3.867
2026,post,cybersecurity,51616,0.1206,0.1037,0.0311,0.1147,0.1273,0.6154,3.168
2026,baseline,cybersecurity,2,1.0,0.0,0.0,0.5,1.0,1.0,6.0
2026,baseline,database_systems,1,1.0,1.0,0.0,1.0,1.0,1.0,7.0
2026,post,database_systems,14094,0.1137,0.0828,0.0474,0.1003,0.0968,0.7181,3.269
2026,baseline,deep_learning_architectures,10,0.3,0.2,0.0,0.4,1.0,1.0,3.4
2026,post,deep_learning_architectures,26143,0.2987,0.1228,0.0433,0.1686,0.3059,0.6849,3.797
2026,baseline,distributed_computing,6,0.1667,0.3333,0.1667,1.0,1.0,1.0,6.0
2026,post,distributed_computing,9996,0.2136,0.1585,0.0657,0.1464,0.2187,0.6822,3.691
2026,post,edge_computing,8718,0.1969,0.0724,0.0349,0.1734,0.0373,0.464,3.659
2026,post,federated_learning,2841,0.3752,0.1059,0.0338,0.2214,0.1309,0.4368,4.139
2026,baseline,formal_verification,1,0.0,0.0,0.0,0.0,1.0,1.0,2.0
2026,pre,formal_verification,1,0.0,0.0,0.0,0.0,1.0,1.0,3.0
2026,post,formal_verification,4864,0.1059,0.1295,0.0315,0.2243,0.3951,0.7932,2.89
2026,post,foundation_models,2688,0.2913,0.1972,0.0792,0.2102,0.5547,0.7879,5.634
2026,post,generative_ai,14511,0.1911,0.1083,0.0256,0.1209,0.1264,0.6498,3.177
2026,baseline,hci,3,0.0,0.6667,0.0,1.0,1.0,1.0,5.0
2026,post,hci,47216,0.0924,0.1211,0.022,0.1243,0.0952,0.7226,3.415
2026,post,information_retrieval,16901,0.2574,0.116,0.0983,0.1348,0.2389,0.7213,3.92
2026,baseline,llm,2,0.0,0.0,0.0,0.0,1.0,1.0,1.0
2026,post,llm,51452,0.1978,0.1728,0.0803,0.1447,0.3587,0.8004,4.187
2026,post,ml_theory,29441,0.178,0.1632,0.0424,0.164,0.3013,0.7548,3.52
2026,baseline,ml_theory,16,0.1875,0.4375,0.3125,0.375,1.0,1.0,3.625
2026,post,multimodal_ai,8806,0.433,0.1296,0.0781,0.191,0.3541,0.6757,5.221
2026,post,nlp,34784,0.1522,0.1131,0.0478,0.1346,0.2455,0.7464,3.857
2026,baseline,nlp,1,0.0,1.0,0.0,0.0,1.0,1.0,1.0
2026,post,operating_systems,1247,0.2109,0.1195,0.0834,0.1171,0.1171,0.66,3.48
2026,post,privacy_preserving_computation,7624,0.2152,0.1516,0.0403,0.1838,0.1613,0.6381,3.716
2026,baseline,privacy_preserving_computation,1,1.0,0.0,0.0,0.0,1.0,1.0,4.0
2026,post,programming_languages,3689,0.0716,0.1342,0.0279,0.1458,0.2372,0.791,2.586
2026,baseline,programming_languages,2,0.5,0.0,0.0,0.5,1.0,1.0,4.5
2026,baseline,quantum_computing,4,0.0,0.75,0.25,0.25,0.5,1.0,4.75
2026,post,quantum_computing,19268,0.1454,0.1911,0.0757,0.1967,0.1269,0.7802,3.953
2026,post,reinforcement_learning,12551,0.3249,0.1582,0.0658,0.1591,0.3488,0.6796,3.962
2026,baseline,reinforcement_learning,4,0.25,0.0,0.0,0.25,1.0,1.0,3.75
2026,baseline,robotics,2,0.5,0.0,0.0,0.0,1.0,1.0,4.5
2026,post,robotics,27672,0.3049,0.1535,0.0534,0.1627,0.4274,0.6469,4.875
2026,baseline,scientific_computing,7,0.2857,0.4286,0.0,0.2857,0.7143,1.0,2.714
2026,post,scientific_computing,18731,0.2406,0.1702,0.0299,0.217,0.4174,0.7527,3.33
2026,post,software_engineering,34259,0.1017,0.1019,0.046,0.112,0.1823,0.7272,3.16
2026,baseline,software_engineering,2,0.0,0.0,0.0,0.0,1.0,1.0,3.5
2026,post,speech_audio,15624,0.2118,0.1025,0.0739,0.1411,0.2551,0.6826,3.905
2026,post,sustainable_computing,1328,0.1416,0.1152,0.0361,0.1521,0.1273,0.6905,3.414