Generalized Data Distribution Iteration

Open paper
Benchmark Model Rank Results
atari-games-on-atari-2600-alienGDI-H3–Score: 48735
atari-games-on-atari-2600-alienGDI-I3–Score: 43384
atari-games-on-atari-2600-amidarGDI-H3–Score: 1065
atari-games-on-atari-2600-amidarGDI-I3–Score: 1442
atari-games-on-atari-2600-assaultGDI-H3–Score: 97155
atari-games-on-atari-2600-assaultGDI-I3–Score: 63876
atari-games-on-atari-2600-asterixGDI-H3–Score: 999999
atari-games-on-atari-2600-asterixGDI-I3–Score: 759910
atari-games-on-atari-2600-asteroidsGDI-H3–Score: 760005
atari-games-on-atari-2600-asteroidsGDI-I3–Score: 751970
atari-games-on-atari-2600-atlantisGDI-H3–Score: 3837300
atari-games-on-atari-2600-atlantisGDI-I3–Score: 3803000
atari-games-on-atari-2600-bank-heistGDI-H3–Score: 1380
atari-games-on-atari-2600-bank-heistGDI-I3–Score: 1401
atari-games-on-atari-2600-battle-zoneGDI-H3–Score: 824360
atari-games-on-atari-2600-battle-zoneGDI-I3–Score: 478830
atari-games-on-atari-2600-beam-riderGDI-H3–Score: 422890
atari-games-on-atari-2600-beam-riderGDI-I3–Score: 162100
atari-games-on-atari-2600-berzerkGDI-H3–Score: 14649
atari-games-on-atari-2600-berzerkGDI-I3–Score: 7607
atari-games-on-atari-2600-bowlingGDI-H3–Score: 205.2
atari-games-on-atari-2600-bowlingGDI-I3–Score: 201.9
atari-games-on-atari-2600-boxingGDI-H3–Score: 100
atari-games-on-atari-2600-boxingGDI-I3–Score: 100
atari-games-on-atari-2600-breakoutGDI-H3–Score: 864
atari-games-on-atari-2600-breakoutGDI-H3(200M frames)–Score: 864.00
atari-games-on-atari-2600-breakoutGDI-I3–Score: 864.00
atari-games-on-atari-2600-breakoutGDI-I3(200M frames)–Score: 864.00
atari-games-on-atari-2600-centipedeGDI-H3–Score: 195630
atari-games-on-atari-2600-centipedeGDI-I3–Score: 155830
atari-games-on-atari-2600-chopper-commandGDI-H3–Score: 999999
atari-games-on-atari-2600-chopper-commandGDI-I3–Score: 999999
atari-games-on-atari-2600-crazy-climberGDI-H3–Score: 241170
atari-games-on-atari-2600-crazy-climberGDI-I3–Score: 201000
atari-games-on-atari-2600-defenderGDI-H3–Score: 970540
atari-games-on-atari-2600-defenderGDI-I3–Score: 893110
atari-games-on-atari-2600-demon-attackGDI-H3–Score: 787985
atari-games-on-atari-2600-demon-attackGDI-I3–Score: 675530
atari-games-on-atari-2600-double-dunkGDI-H3–Score: 24
atari-games-on-atari-2600-double-dunkGDI-I3–Score: 24
atari-games-on-atari-2600-enduroGDI-H3–Score: 14300
atari-games-on-atari-2600-enduroGDI-I3–Score: 14330
atari-games-on-atari-2600-fishing-derbyGDI-H3–Score: 65
atari-games-on-atari-2600-fishing-derbyGDI-I3–Score: 59
atari-games-on-atari-2600-freewayGDI-H3–Score: 34
atari-games-on-atari-2600-freewayGDI-H3(200M frames)–Score: 34
atari-games-on-atari-2600-freewayGDI-I3–Score: 34
atari-games-on-atari-2600-frostbiteGDI-H3–Score: 11330
atari-games-on-atari-2600-frostbiteGDI-H3(200M frames)–Score: 11330
atari-games-on-atari-2600-frostbiteGDI-I3–Score: 10485
atari-games-on-atari-2600-gopherGDI-H3–Score: 473560
atari-games-on-atari-2600-gopherGDI-I3–Score: 488830
atari-games-on-atari-2600-gravitarGDI-H3–Score: 5915
atari-games-on-atari-2600-gravitarGDI-I3–Score: 5905
atari-games-on-atari-2600-heroGDI-H3–Score: 38225
atari-games-on-atari-2600-heroGDI-I3–Score: 38330
atari-games-on-atari-2600-ice-hockeyGDI-H3–Score: 481.9
atari-games-on-atari-2600-ice-hockeyGDI-I3–Score: 44.94
atari-games-on-atari-2600-james-bondGDI-H3–Score: 620780
atari-games-on-atari-2600-james-bondGDI-I3–Score: 594500
atari-games-on-atari-2600-kangarooGDI-H3–Score: 14636
atari-games-on-atari-2600-kangarooGDI-I3–Score: 14500
atari-games-on-atari-2600-krullGDI-H3–Score: 594540
atari-games-on-atari-2600-krullGDI-I3–Score: 97575
atari-games-on-atari-2600-kung-fu-masterGDI-H3–Score: 1666665
atari-games-on-atari-2600-kung-fu-masterGDI-I3–Score: 140440
atari-games-on-atari-2600-montezumas-revengeGDI-H3–Score: 2500
atari-games-on-atari-2600-montezumas-revengeGDI-I3–Score: 3000
atari-games-on-atari-2600-ms-pacmanGDI-H3–Score: 11573
atari-games-on-atari-2600-ms-pacmanGDI-I3–Score: 11536
atari-games-on-atari-2600-name-this-gameGDI-H3–Score: 36296
atari-games-on-atari-2600-name-this-gameGDI-I3–Score: 34434
atari-games-on-atari-2600-phoenixGDI-H3–Score: 959580
atari-games-on-atari-2600-phoenixGDI-I3–Score: 894460
atari-games-on-atari-2600-pitfallGDI-H3–Score: -4.345
atari-games-on-atari-2600-pitfallGDI-I3–Score: 0
atari-games-on-atari-2600-pongGDI-H3–Score: 21
atari-games-on-atari-2600-pongGDI-H3(200M frames)–Score: 21.0
atari-games-on-atari-2600-pongGDI-I3–Score: 21
atari-games-on-atari-2600-pongGDI-I3(200M frames)–Score: 21.0
atari-games-on-atari-2600-private-eyeGDI-H3–Score: 15100
atari-games-on-atari-2600-private-eyeGDI-I3–Score: 15100
atari-games-on-atari-2600-qbertGDI-H3–Score: 28657
atari-games-on-atari-2600-qbertGDI-H3(200M frames)–Score: 28657
atari-games-on-atari-2600-qbertGDI-I3–Score: 27800
atari-games-on-atari-2600-river-raidGDI-H3–Score: 28349
atari-games-on-atari-2600-river-raidGDI-I3–Score: 28075
atari-games-on-atari-2600-road-runnerGDI-H3–Score: 999999
atari-games-on-atari-2600-road-runnerGDI-I3–Score: 878600
atari-games-on-atari-2600-robotankGDI-H3–Score: 113.4
atari-games-on-atari-2600-robotankGDI-I3–Score: 108.2
atari-games-on-atari-2600-seaquestGDI-H3–Score: 1000000
atari-games-on-atari-2600-seaquestGDI-H3(200M frames)–Score: 1000000
atari-games-on-atari-2600-seaquestGDI-I3–Score: 943910
atari-games-on-atari-2600-skiingGDI-H3–Score: -6025
atari-games-on-atari-2600-skiingGDI-I3–Score: -6774
atari-games-on-atari-2600-solarisGDI-H3–Score: 9105
atari-games-on-atari-2600-solarisGDI-I3–Score: 11074
atari-games-on-atari-2600-space-invadersGDI-H3–Score: 154380
atari-games-on-atari-2600-space-invadersGDI-H3(200M frames)–Score: 154380
atari-games-on-atari-2600-space-invadersGDI-I3–Score: 140460
atari-games-on-atari-2600-star-gunnerGDI-H3–Score: 677590
atari-games-on-atari-2600-star-gunnerGDI-I3–Score: 465750
atari-games-on-atari-2600-surroundGDI-H3–Score: 2.606
atari-games-on-atari-2600-surroundGDI-I3–Score: -7.8
atari-games-on-atari-2600-tennisGDI-H3–Score: 24
atari-games-on-atari-2600-tennisGDI-I3–Score: 24
atari-games-on-atari-2600-time-pilotGDI-H3–Score: 450810
atari-games-on-atari-2600-time-pilotGDI-I3–Score: 216770
atari-games-on-atari-2600-tutankhamGDI-H3–Score: 418.2
atari-games-on-atari-2600-tutankhamGDI-I3–Score: 423.9
atari-games-on-atari-2600-up-and-downGDI-H3–Score: 966590
atari-games-on-atari-2600-up-and-downGDI-I3–Score: 986440
atari-games-on-atari-2600-ventureGDI-H3–Score: 2000
atari-games-on-atari-2600-ventureGDI-H3(200M frames)–Score: 2000
atari-games-on-atari-2600-ventureGDI-I3–Score: 2035
atari-games-on-atari-2600-video-pinballGDI-H3–Score: 978190
atari-games-on-atari-2600-video-pinballGDI-I3–Score: 925830
atari-games-on-atari-2600-wizard-of-worGDI-H3–Score: 63735
atari-games-on-atari-2600-wizard-of-worGDI-I3–Score: 64239
atari-games-on-atari-2600-yars-revengeGDI-H3–Score: 968090
atari-games-on-atari-2600-yars-revengeGDI-I3–Score: 972000
atari-games-on-atari-2600-zaxxonGDI-H3–Score: 216020
atari-games-on-atari-2600-zaxxonGDI-I3–Score: 109140
atari-games-on-atari-57GDI-H3–Mean Human Normalized Score: 9620.33%Human World Record Breakthrough: 22
atari-games-on-atari-57GDI-I3–Mean Human Normalized Score: 7810.1%Human World Record Breakthrough: 17
atari-games-on-atari-gameGDI-H3–Human World Record Breakthrough: 22
atari-games-on-atari-gameGDI-I3–Human World Record Breakthrough: 17
atari-games-on-atari-gamesGDI-H3–Mean Human Normalized Score: 9620.33%…
atari-games-on-atari-gamesGDI-I3–Mean Human Normalized Score: 7810.1%…

Rank counts only results with a code link.