Ranking,User,Model,Results,Mean Reward,Std Reward 1,edbeeching,edbeeching/atari_2B_atari_breakout_1111,520.8900000000001,727.2,206.31 2,edbeeching,edbeeching/atari_2B_atari_breakout_2222,516.08,724.5,208.42 3,sgoodfriend,sgoodfriend/dqn-impala-BreakoutNoFrameskip-v4,418.31,424.81,6.5 4,sgoodfriend,sgoodfriend/a2c-BreakoutNoFrameskip-v4,405.98,411.56,5.58 5,MattStammers,MattStammers/ppo-BreakoutNoFrameskip-v4-final,397.94999999999993,561.8,163.85 6,sb3,sb3/ppo-BreakoutNoFrameskip-v4,381.7,398.0,16.3 7,MattStammers,MattStammers/ppo-BreakoutNoFrameskip-v4,372.89,397.3,24.41 8,Qilex,Qilex/ppo-BreakoutNoFrameskip-v4,371.3,443.3,72.0 9,sgoodfriend,sgoodfriend/ppo-impala-BreakoutNoFrameskip-v4,361.87,516.88,155.01 10,edbeeching,edbeeching/atari_2B_atari_breakout_3333,358.91999999999996,538.75,179.83 11,davideaguglia,davideaguglia/ppo-BreakoutNoFrameskip-v4-V2-try,350.0,385.8,35.8 12,davideaguglia,davideaguglia/ppo-BreakoutNoFrameskip-v4,350.0,385.8,35.8 13,sb3,sb3/qrdqn-BreakoutNoFrameskip-v4,345.55999999999995,387.4,41.84 14,sgoodfriend,sgoodfriend/ppo-BreakoutNoFrameskip-v4,340.84000000000003,383.31,42.47 15,sgoodfriend,sgoodfriend/dqn-BreakoutNoFrameskip-v4,326.83,329.5,2.67 16,cleanrl,cleanrl/BreakoutNoFrameskip-v4-c51_atari-seed1,324.65,381.0,56.35 17,davideaguglia,davideaguglia/ppo-BreakoutNoFrameskip-v4-V2,321.46,351.9,30.44 18,Jojo78,Jojo78/ppo-BreakoutNoFrameskip-v4,318.55999999999995,370.9,52.34 19,sb3,sb3/dqn-BreakoutNoFrameskip-v4,314.68,359.0,44.32 20,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-975073247,305.47,350.6,45.13 21,qgallouedec,qgallouedec/qrdqn-BreakoutNoFrameskip-v4-2649403167,299.96,368.4,68.44 22,MattStammers,MattStammers/ppo-BreakoutNoFrameskip-v4-overtrained,279.03999999999996,488.4,209.36 23,OpenDILabCommunity,OpenDILabCommunity/BreakoutNoFrameskip-v4-MuZero,266.76,416.7,149.94 24,sb3,sb3/a2c-BreakoutNoFrameskip-v4,259.76,349.5,89.74 25,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x5-seed1,217.65,217.65,0.0 26,cleanrl,cleanrl/BreakoutNoFrameskip-v4-dqn_atari-seed1,212.99,333.6,120.61 27,cleanrl,cleanrl/BreakoutNoFrameskip-v4-c51_atari_jax-seed1,205.89000000000004,318.1,112.21 28,odiaz1066,odiaz1066/BreakoutNoFrameskip-v4-dqn_atari-seed1,188.62,221.4,32.78 29,cleanrl,cleanrl/BreakoutNoFrameskip-v4-dqn_atari_jax-seed1,174.67000000000002,291.1,116.43 30,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_DQN-seed2,160.5,160.5,0.0 31,pfunk,pfunk/BreakoutNoFrameskip-v4-DQN-seed2,160.5,160.5,0.0 32,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_DQN-seed3,156.22,156.22,0.0 33,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_DQN-seed1,154.09,154.09,0.0 34,pfunk,pfunk/BreakoutNoFrameskip-v4-DQN-seed1,154.09,154.09,0.0 35,MattStammers,MattStammers/dqn-BreakoutNoFrameskip-v4,149.07,220.6,71.53 36,SaathvikD,SaathvikD/dqn-BreakoutNoFrameskip-v4,134.04000000000002,225.5,91.46 37,danieladejumo,danieladejumo/dqn-BreakoutNoFrameskip-v4,127.62,173.6,45.98 38,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x1-seed1,127.23,127.23,0.0 39,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_DDQN-seed1,106.71,106.71,0.0 40,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQN-seed1,106.71,106.71,0.0 41,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x5-seed1,99.32,99.32,0.0 42,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x1-seed1,97.62,97.62,0.0 43,ybsolomon,ybsolomon/dqn-BreakoutNoFrameskip-v4,85.75,195.0,109.25 44,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_DDQN-seed3,83.24,83.24,0.0 45,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x1-seed2,78.59,78.59,0.0 46,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x5-seed2,69.73,69.73,0.0 47,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x1-seed2,69.3,69.3,0.0 48,LunaWang,LunaWang/dqn-BreakoutNoFrameskip-v4,63.77,102.7,38.93 49,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_DDQN-seed2,53.2,53.2,0.0 50,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQN-seed2,53.2,53.2,0.0 51,aarongrainer,aarongrainer/dqn-BreakoutNoFrameskip-v4,43.510000000000005,110.7,67.19 52,nickmiller795,nickmiller795/dqn-BreakoutNoFrameskip-v4,40.37,57.9,17.53 53,epsil,epsil/dqn-BreakoutNoFrameskip-v4,36.489999999999995,57.9,21.41 54,ibadrehman,ibadrehman/dqn-BreakoutNoFrameskip-v4-1M,36.29,51.5,15.21 55,sdpkjc,sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed2,34.269999999999996,102.0,67.73 56,kaiosinimbu,kaiosinimbu/dqn-SpaceInvadersNoFrameskip-v4,33.690000000000005,47.2,13.51 57,Apocalypse-19,Apocalypse-19/ppo-BreakoutNoFrameskip,32.510000000000005,41.2,8.69 58,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x1-seed3,32.28,32.28,0.0 59,pllume,pllume/dqn-BreakoutNoFrameskip-v4,32.26,57.4,25.14 60,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x5-seed2,31.16,31.16,0.0 61,pkalkman,pkalkman/ppo-BreakoutNoFrameskip-v4,28.959999999999997,50.4,21.44 62,nsanghi,nsanghi/dqn-atari-breakout-rlzoo-gpu,26.429999999999996,42.8,16.37 63,will010321,will010321/dqn-BreakoutNoFrameskip-v4,26.4,51.4,25.0 64,kingabzpro,kingabzpro/dnq-BreakoutNoFrameskip-v4,26.080000000000002,44.6,18.52 65,hishamcse,hishamcse/ppo-BreakoutNoFrameskip-v4,25.36,36.6,11.24 66,NikitaErmolaev,NikitaErmolaev/dqn-BreakoutNoFrameskip-v4,25.229999999999997,80.3,55.07 67,qgallouedec,qgallouedec/dqn-BreakoutNoFrameskip-v4-3713697759,25.19,33.0,7.81 68,dmenini,dmenini/dqn-BreakoutNoFrameskip-v4,21.689999999999998,29.7,8.01 69,sdpkjc,sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed3,16.15,29.3,13.15 70,NielsV,NielsV/dqn-BreakoutNoFrameskip-v4,15.919999999999995,48.8,32.88 71,Entj,Entj/dqn-BreakoutNoFrameskip-v4,14.65,23.3,8.65 72,Alexxu0520,Alexxu0520/dqn-SpaceInvadersNoFrameskip-v4,14.509999999999998,22.4,7.89 73,Alexxu0520,Alexxu0520/dqn-BreakoutNoFrameskip-v4,14.509999999999998,22.4,7.89 74,Arch4ngel,Arch4ngel/ppo-BreakoutNoFrameskip-v4,14.270000000000001,19.1,4.83 75,davideaguglia,davideaguglia/dqn-BreakoutNoFrameskip-v4,12.239999999999995,77.3,65.06 76,Devenvaruv,Devenvaruv/dqn-BreakoutNoFrameskip,10.669999999999987,79.1,68.43 77,Jacky999,Jacky999/dqn-BreakoutNoFrameskip-v4,10.58,15.5,4.92 78,lucasbertola,lucasbertola/dqn-test,9.84,11.4,1.56 79,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-2322445680,9.200000000000001,12.8,3.6 80,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-786094400,9.2,15.2,6.0 81,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-4167251588,6.38,11.1,4.72 82,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x5-seed3,3.97,3.97,0.0 83,pfunk,pfunk/BreakoutNoFrameskip-v4-DQN-seed3,3.97,3.97,0.0 84,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x1-seed3,2.29,2.29,0.0 85,ibadrehman,ibadrehman/dqn-BreakoutNoFrameskip-v4-100k,2.0,2.0,0.0 86,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x5-seed3,1.34,1.34,0.0 87,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQN-seed3,1.34,1.34,0.0 88,Arch4ngel,Arch4ngel/dqn-BreakoutNoFrameSkip-v4_cl,1.2100000000000002,3.2,1.99 89,qgallouedec,qgallouedec/dqn-BreakoutNoFrameskip-v4-1470440669,0.7999999999999998,5.1,4.3 90,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-121106409,0.7499999999999998,2.3,1.55 91,qgallouedec,qgallouedec/BreakoutNoFrameskip-v4-rainbow_atari-seed1,0.0,4.5,4.5 92,open-rl-leaderboard,open-rl-leaderboard/random-BreakoutNoFrameskip-v4,0.0,-1000.0,-1000.0 93,qgallouedec,qgallouedec/a2c-BreakoutNoFrameskip-v4-728924342,-0.030000000000000027,1.7,1.73 94,qgallouedec,qgallouedec/a2c-BreakoutNoFrameskip-v4-22871317,-0.050000000000000044,1.2,1.25 95,qgallouedec,qgallouedec/a2c-BreakoutNoFrameskip-v4-1731504504,-0.050000000000000044,1.2,1.25 96,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-6715805,-0.08999999999999986,1.6,1.69 97,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-1184018936,-0.3400000000000001,1.4,1.74 98,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-527851684,-0.4099999999999999,1.1,1.51 99,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-468368669,-0.49,1.3,1.79 100,qgallouedec,qgallouedec/a2c-BreakoutNoFrameskip-v4-1726774983,-0.6400000000000001,1.6,2.24 101,qgallouedec,qgallouedec/qrdqn-BreakoutNoFrameskip-v4-855470999,-0.77,2.3,3.07 102,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-121621511,-0.79,1.2,1.99 103,nsanghi,nsanghi/dqn-atari-breakout-rlzoo,-0.79,1.5,2.29 104,ajlao,ajlao/dqn-BreakoutNoFrameskip-v4_2,-0.79,1.5,2.29 105,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-1871723297,-1.0,1.0,2.0 106,bothrajat,bothrajat/dqn-BreakoutNoFrameskip-v4,-1.0,1.0,2.0 107,sgoodfriend,sgoodfriend/vpg-BreakoutNoFrameskip-v4,-1.0899999999999999,2.25,3.34 108,hemildons,hemildons/dqn-BreakoutNoFrameskip-v4,-1.2700000000000002,1.7,2.97 109,vwxyzjn,vwxyzjn/BreakoutNoFrameskip-v4-dqn_atari-seed1,-1.42,2.7,4.12 110,SkyeKD,SkyeKD/dqn-BreakoutNoFrameskip-v4,-1.42,2.7,4.12 111,Ziyu25,Ziyu25/dqn-BreakoutNoFrameskip-v4,-1.6599999999999997,3.1,4.76 112,Annki,Annki/dqn-BreakoutNoFrameskip-v4,-1.6599999999999997,3.1,4.76 113,RajMoodley,RajMoodley/dqn-BreakoutNoFrameskip-v4,-1.8,1.8,3.6 114,sdpkjc,sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed1,-2.8400000000000034,67.1,69.94 115,Corianas,Corianas/qrdqn-3frame-BreakoutNoFrameskip-v4_scoretest,-17.499999999999993,49.1,66.6