Ranking,User,Model,Results,Mean Reward,Std Reward
1,edbeeching,edbeeching/atari_2B_atari_breakout_2222,516.08,724.5,208.42
2,sgoodfriend,sgoodfriend/dqn-impala-BreakoutNoFrameskip-v4,418.31,424.81,6.5
3,sgoodfriend,sgoodfriend/a2c-BreakoutNoFrameskip-v4,405.98,411.56,5.58
4,MattStammers,MattStammers/ppo-BreakoutNoFrameskip-v4-final,397.94999999999993,561.8,163.85
5,sb3,sb3/ppo-BreakoutNoFrameskip-v4,381.7,398.0,16.3
6,Qilex,Qilex/ppo-BreakoutNoFrameskip-v4,371.3,443.3,72.0
7,sgoodfriend,sgoodfriend/ppo-impala-BreakoutNoFrameskip-v4,361.87,516.88,155.01
8,edbeeching,edbeeching/atari_2B_atari_breakout_3333,358.91999999999996,538.75,179.83
9,davideaguglia,davideaguglia/ppo-BreakoutNoFrameskip-v4-V2-try,350.0,385.8,35.8
10,sb3,sb3/qrdqn-BreakoutNoFrameskip-v4,345.55999999999995,387.4,41.84
11,sgoodfriend,sgoodfriend/ppo-BreakoutNoFrameskip-v4,340.84000000000003,383.31,42.47
12,sgoodfriend,sgoodfriend/dqn-BreakoutNoFrameskip-v4,326.83,329.5,2.67
13,cleanrl,cleanrl/BreakoutNoFrameskip-v4-c51_atari-seed1,324.65,381.0,56.35
14,davideaguglia,davideaguglia/ppo-BreakoutNoFrameskip-v4-V2,321.46,351.9,30.44
15,Jojo78,Jojo78/ppo-BreakoutNoFrameskip-v4,318.55999999999995,370.9,52.34
16,sb3,sb3/dqn-BreakoutNoFrameskip-v4,314.68,359.0,44.32
17,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-975073247,305.47,350.6,45.13
18,MattStammers,MattStammers/ppo-BreakoutNoFrameskip-v4-overtrained,279.03999999999996,488.4,209.36
19,OpenDILabCommunity,OpenDILabCommunity/BreakoutNoFrameskip-v4-MuZero,266.76,416.7,149.94
20,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x5-seed1,217.65,217.65,0.0
21,cleanrl,cleanrl/BreakoutNoFrameskip-v4-dqn_atari-seed1,212.99,333.6,120.61
22,cleanrl,cleanrl/BreakoutNoFrameskip-v4-c51_atari_jax-seed1,205.89000000000004,318.1,112.21
23,cleanrl,cleanrl/BreakoutNoFrameskip-v4-dqn_atari_jax-seed1,174.67000000000002,291.1,116.43
24,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_DQN-seed3,156.22,156.22,0.0
25,MattStammers,MattStammers/dqn-BreakoutNoFrameskip-v4,149.07,220.6,71.53
26,SaathvikD,SaathvikD/dqn-BreakoutNoFrameskip-v4,134.04000000000002,225.5,91.46
27,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x1-seed1,127.23,127.23,0.0
28,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x5-seed1,99.32,99.32,0.0
29,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_DDQN-seed3,83.24,83.24,0.0
30,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x1-seed2,78.59,78.59,0.0
31,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x5-seed2,69.73,69.73,0.0
32,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x1-seed2,69.3,69.3,0.0
33,LunaWang,LunaWang/dqn-BreakoutNoFrameskip-v4,63.77,102.7,38.93
34,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_DDQN-seed2,53.2,53.2,0.0
35,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQN-seed2,53.2,53.2,0.0
36,aarongrainer,aarongrainer/dqn-BreakoutNoFrameskip-v4,43.510000000000005,110.7,67.19
37,nickmiller795,nickmiller795/dqn-BreakoutNoFrameskip-v4,40.37,57.9,17.53
38,ibadrehman,ibadrehman/dqn-BreakoutNoFrameskip-v4-1M,36.29,51.5,15.21
39,sdpkjc,sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed2,34.269999999999996,102.0,67.73
40,Apocalypse-19,Apocalypse-19/ppo-BreakoutNoFrameskip,32.510000000000005,41.2,8.69
41,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x1-seed3,32.28,32.28,0.0
42,pllume,pllume/dqn-BreakoutNoFrameskip-v4,32.26,57.4,25.14
43,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x5-seed2,31.16,31.16,0.0
44,nsanghi,nsanghi/dqn-atari-breakout-rlzoo-gpu,26.429999999999996,42.8,16.37
45,will010321,will010321/dqn-BreakoutNoFrameskip-v4,26.4,51.4,25.0
46,kingabzpro,kingabzpro/dnq-BreakoutNoFrameskip-v4,26.080000000000002,44.6,18.52
47,hishamcse,hishamcse/ppo-BreakoutNoFrameskip-v4,25.36,36.6,11.24
48,qgallouedec,qgallouedec/dqn-BreakoutNoFrameskip-v4-3713697759,25.19,33.0,7.81
49,dmenini,dmenini/dqn-BreakoutNoFrameskip-v4,21.689999999999998,29.7,8.01
50,sdpkjc,sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed3,16.15,29.3,13.15
51,NielsV,NielsV/dqn-BreakoutNoFrameskip-v4,15.919999999999995,48.8,32.88
52,Entj,Entj/dqn-BreakoutNoFrameskip-v4,14.65,23.3,8.65
53,Alexxu0520,Alexxu0520/dqn-SpaceInvadersNoFrameskip-v4,14.509999999999998,22.4,7.89
54,Alexxu0520,Alexxu0520/dqn-BreakoutNoFrameskip-v4,14.509999999999998,22.4,7.89
55,Arch4ngel,Arch4ngel/ppo-BreakoutNoFrameskip-v4,14.270000000000001,19.1,4.83
56,davideaguglia,davideaguglia/dqn-BreakoutNoFrameskip-v4,12.239999999999995,77.3,65.06
57,Devenvaruv,Devenvaruv/dqn-BreakoutNoFrameskip,10.669999999999987,79.1,68.43
58,lucasbertola,lucasbertola/dqn-test,9.84,11.4,1.56
59,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-2322445680,9.200000000000001,12.8,3.6
60,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-786094400,9.2,15.2,6.0
61,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-4167251588,6.38,11.1,4.72
62,pfunk,pfunk/BreakoutNoFrameskip-v4-DQPN_x5-seed3,3.97,3.97,0.0
63,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x1-seed3,2.29,2.29,0.0
64,ibadrehman,ibadrehman/dqn-BreakoutNoFrameskip-v4-100k,2.0,2.0,0.0
65,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQPN_x5-seed3,1.34,1.34,0.0
66,pfunk,pfunk/BreakoutNoFrameskip-v4-DDQN-seed3,1.34,1.34,0.0
67,Arch4ngel,Arch4ngel/dqn-BreakoutNoFrameSkip-v4_cl,1.2100000000000002,3.2,1.99
68,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-121106409,0.7499999999999998,2.3,1.55
69,open-rl-leaderboard,open-rl-leaderboard/random-BreakoutNoFrameskip-v4,0.0,-1000.0,-1000.0
70,qgallouedec,qgallouedec/a2c-BreakoutNoFrameskip-v4-728924342,-0.030000000000000027,1.7,1.73
71,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-1184018936,-0.3400000000000001,1.4,1.74
72,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-527851684,-0.4099999999999999,1.1,1.51
73,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-468368669,-0.49,1.3,1.79
74,qgallouedec,qgallouedec/a2c-BreakoutNoFrameskip-v4-1726774983,-0.6400000000000001,1.6,2.24
75,qgallouedec,qgallouedec/qrdqn-BreakoutNoFrameskip-v4-855470999,-0.77,2.3,3.07
76,qgallouedec,qgallouedec/ppo-BreakoutNoFrameskip-v4-121621511,-0.79,1.2,1.99
77,nsanghi,nsanghi/dqn-atari-breakout-rlzoo,-0.79,1.5,2.29
78,ajlao,ajlao/dqn-BreakoutNoFrameskip-v4_2,-0.79,1.5,2.29
79,bothrajat,bothrajat/dqn-BreakoutNoFrameskip-v4,-1.0,1.0,2.0
80,sgoodfriend,sgoodfriend/vpg-BreakoutNoFrameskip-v4,-1.0899999999999999,2.25,3.34
81,hemildons,hemildons/dqn-BreakoutNoFrameskip-v4,-1.2700000000000002,1.7,2.97
82,vwxyzjn,vwxyzjn/BreakoutNoFrameskip-v4-dqn_atari-seed1,-1.42,2.7,4.12
83,SkyeKD,SkyeKD/dqn-BreakoutNoFrameskip-v4,-1.42,2.7,4.12
84,Ziyu25,Ziyu25/dqn-BreakoutNoFrameskip-v4,-1.6599999999999997,3.1,4.76