Ranking,User,Model,Results,Mean Reward,Std Reward 1,sgoodfriend,sgoodfriend/ppo-impala-PongNoFrameskip-v4,21.0,21.0,0.0 2,sb3,sb3/ppo-PongNoFrameskip-v4,21.0,21.0,0.0 3,MattStammers,MattStammers/ppo-PongNoFrameskip-v4-final,21.0,21.0,0.0 4,MattStammers,MattStammers/appo-atari_pong-sota,21.0,21.0,0.0 5,qgallouedec,qgallouedec/atari_2B_atari_pong_1111,20.73,20.95,0.22 6,qgallouedec,qgallouedec/ppo-PongNoFrameskip-v4-1198497312,20.599999999999998,20.9,0.3 7,pfunk,pfunk/PongNoFrameskip-v4-P_DQN-seed929,20.54,20.54,0.0 8,pfunk,pfunk/PongNoFrameskip-v4-P_DQN-seed232,20.48,20.48,0.0 9,pfunk,pfunk/PongNoFrameskip-v4-DQN_baseline-seed2,20.41,20.41,0.0 10,pfunk,pfunk/PongNoFrameskip-v4-DQN_baseline-seed3,20.33,20.33,0.0 11,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x3-seed929,20.32,20.32,0.0 12,sb3,sb3/qrdqn-PongNoFrameskip-v4,20.24,20.7,0.46 13,sb3,sb3/dqn-PongNoFrameskip-v4,20.24,20.7,0.46 14,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-DQN,20.24,20.7,0.46 15,MattStammers,MattStammers/dqn-PongNoFrameskip-v4,20.24,20.7,0.46 16,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x2-seed555,20.2,20.2,0.0 17,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x2-seed929,20.12,20.12,0.0 18,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-IMPALA,20.110000000000003,20.6,0.49 19,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x3-seed888,20.11,20.11,0.0 20,pfunk,pfunk/PongNoFrameskip-v4-DQN_baseline-seed1,19.92,19.92,0.0 21,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-MuZero,19.91,20.4,0.49 22,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-EfficientZero,19.74,20.4,0.66 23,qgallouedec,qgallouedec/ppo-PongNoFrameskip-v4-693898519,19.66,20.3,0.64 24,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-C51,19.66,20.3,0.64 25,Apocalypse-19,Apocalypse-19/dqn-PongNoFrameskip,19.52,20.3,0.78 26,pfunk,pfunk/PongNoFrameskip-v4-DQPN_DQN-seed1,19.33,19.33,0.0 27,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_DDQN-seed2,19.3,19.3,0.0 28,pfunk,pfunk/PongNoFrameskip-v4-DDQN-seed2,19.3,19.3,0.0 29,pfunk,pfunk/PongNoFrameskip-v4-DQPN_x5-seed3,19.28,19.28,0.0 30,pfunk,pfunk/PongNoFrameskip-v4-DQPN_DQN-seed2,19.21,19.21,0.0 31,pfunk,pfunk/PongNoFrameskip-v4-DQN-seed2,19.21,19.21,0.0 32,pfunk,pfunk/PongNoFrameskip-v4-DQPN_x5-seed1,19.13,19.13,0.0 33,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_DDQN-seed1,19.05,19.05,0.0 34,pfunk,pfunk/PongNoFrameskip-v4-DDQN-seed1,19.05,19.05,0.0 35,pfunk,pfunk/PongNoFrameskip-v4-DQPN_x1-seed3,19.03,19.03,0.0 36,pfunk,pfunk/PongNoFrameskip-v4-DQPN_x5-seed2,19.01,19.01,0.0 37,Hawk91,Hawk91/PongNoFrameskip-v4_DQN,19.0,19.0,0.0 38,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_x1-seed3,18.92,18.92,0.0 39,qgallouedec,qgallouedec/ppo-PongNoFrameskip-v4-2736916004,18.82,20.0,1.18 40,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_x1-seed2,18.81,18.81,0.0 41,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_x5-seed1,18.8,18.8,0.0 42,pfunk,pfunk/PongNoFrameskip-v4-DQPN_DQN-seed3,18.75,18.75,0.0 43,pfunk,pfunk/PongNoFrameskip-v4-DQN-seed3,18.75,18.75,0.0 44,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_DDQN-seed3,18.53,18.53,0.0 45,pfunk,pfunk/PongNoFrameskip-v4-DDQN-seed3,18.53,18.53,0.0 46,cleanrl,cleanrl/PongNoFrameskip-v4-dqn_atari_jax-seed1,18.349999999999998,19.7,1.35 47,odiaz1066,odiaz1066/PongNoFrameskip-v4-dqn_atari-seed1,17.55,18.8,1.25 48,cleanrl,cleanrl/PongNoFrameskip-v4-c51_atari-seed1,17.0,18.0,1.0 49,sb3,sb3/a2c-PongNoFrameskip-v4,14.400000000000002,17.1,2.7 50,dlantonia,dlantonia/ppo-PongNoFrameskip-v4,6.660000000000001,10.8,4.14 51,ibadrehman,ibadrehman/dqn-PongNoFrameskip-v4-1M,5.450000000000001,12.8,7.35 52,dmenini,dmenini/dqn-PongNoFrameskip-v4,4.369999999999999,13.1,8.73 53,gracejwu,gracejwu/dqn-PongNoFrameskip-v4,2.66,12.3,9.64 54,open-rl-leaderboard,open-rl-leaderboard/random-PongNoFrameskip-v4,0.0,-1000.0,-1000.0 55,shuminCA,shuminCA/dqn-PongNoFrameskip-v4-2,-0.03999999999999915,9.9,9.94 56,toddwilson147,toddwilson147/dqn-pong,-5.720000000000001,4.1,9.82 57,666Bing666,666Bing666/Deep_Q_Learning_Pong,-13.0,-11.5,1.5 58,sgoodfriend,sgoodfriend/vpg-PongNoFrameskip-v4,-13.91,-9.92,3.99 59,Adulala20,Adulala20/dqn-PongNoFrameskip-v4,-16.43,-7.0,9.43 60,ibadrehman,ibadrehman/dqn-PongNoFrameskip-v4-500K,-18.36,-16.5,1.86 61,mguevarra,mguevarra/dqn-PongNoFrameskip-v4,-20.8,-20.1,0.7 62,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x2-seed232,-20.97,-20.97,0.0 63,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x3-seed555,-20.98,-20.98,0.0 64,jswing,jswing/dqn-pong,-21.0,-21.0,0.0 65,iliabel,iliabel/DQN-Pong_v4_v12,-21.0,-21.0,0.0 66,ibadrehman,ibadrehman/dqn-PongNoFrameskip-v4-100K,-21.0,-21.0,0.0 67,hishamcse,hishamcse/ppo-PongNoFrameskip-v4,-21.0,-21.0,0.0 68,FaryalS,FaryalS/dqn-PongNoFrameskip-v4,-21.0,-21.0,0.0 69,SubhasishSaha,SubhasishSaha/A2C-Atari-Pong,-21.2,-20.9,0.3 70,Rryay12,Rryay12/dqn-PongNoFrameskip-v4,-21.2,-20.9,0.3 71,Sumegh20,Sumegh20/a2c-Atari-Pong-v2,-21.26,-20.0,1.26 72,Taratata,Taratata/dqn-PongNoFrameskip-v4,-21.520000000000003,-20.6,0.92