Reinforcement Learning on Atari 100k steps (overall)
91.6Game Score: BoxingJEDI
Evaluation results
| Method | Links | |||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| JEDI2025.05 | 91.6 | 8,499.4 | 64,786.2 | 4,155.3 | 14,690 | 460.5 | 1,394.5 | 155.6 | 12,725.2 | 18.2 | 736 | 4,191.1 | 6.3 | 926.1 | 2,047.2 | 7,442.9 | 16,084 | 263.3 | 3,606.1 | 1,075.9 | 2,331 | 1,392.4 | 114.3 | 1,090.1 | 95.2 | 1,103.7 | 11 | 1.361 | 0.361 | 0.609 | 0.48 | |
| DIAMOND2025.05 | 86.9 | 8,610.1 | 99,167.8 | 5,897.9 | 20,673.2 | 427.4 | 1,526.4 | 132.5 | 18,713.6 | 20.4 | 5,382.2 | 3,856.3 | 33.3 | 19.7 | 288.1 | 5,621.8 | 4,702 | 274.1 | 4,499.3 | 1,958.2 | 3,698.5 | 1,369.8 | 225.8 | 744.1 | 114.3 | 551.2 | 11 | 1.459 | 0.373 | 0.641 | 0.48 | |
| STORM2025.05 | 79.7 | 8,412.6 | 66,776 | 8,239.6 | 17,564 | 509 | 801 | 15.9 | 26,182 | 11.3 | 4,208 | 7,985 | 0 | 641.2 | 164.6 | 11,044.3 | 13,540 | 1,316 | 4,522.5 | 2,673.5 | 1,028 | 1,888 | 204.8 | 983.6 | 7,781 | 525.2 | 9 | 1.222 | 0.425 | 0.561 | 0.472 | |
| TWM2025.05 | 77.5 | 6,349.2 | 71,820.4 | 1,674.8 | 9,109 | 362.4 | 682.6 | 20 | 24,554.6 | 18.8 | 1,240 | 15,981.7 | 24.3 | 466.7 | 350.2 | 7,254 | 5,068 | 1,475.6 | 3,330.8 | 1,588.4 | 1,116.6 | 1,697.4 | 121.8 | 674.6 | 86.6 | 774.4 | 8 | 0.956 | 0.505 | 0.459 | 0.513 | |
| DreamerV32025.05 | 73.8 | 7,921.5 | 84,880 | 5,754.3 | 14,995 | 480.4 | 669.7 | 27.9 | 24,210 | 18.9 | 3,790 | 7,981.7 | 0 | 622.7 | 433.7 | 11,145.2 | 12,400 | 945.1 | 3,291.3 | 1,358.4 | 946.4 | 411.7 | 141.2 | 1,078.9 | 1,081.4 | 610 | 9 | 1.134 | 0.503 | 0.504 | 0.5 | |
| IRIS2025.05 | 70.1 | 6,616.4 | 59,324.2 | 2,236.1 | 9,614.6 | 462.7 | 1,524.4 | 83.7 | 21,759.8 | 14.6 | 838.2 | 3,546.2 | 31.1 | 53.1 | 2,034.4 | 7,037.4 | 13,074 | 259.1 | 745.7 | 999.1 | 853.6 | 1,565 | 143 | 420 | 100 | 661.3 | 10 | 1.046 | 0.289 | 0.501 | 0.512 | |
| Human2025.05 | 12.1 | 2,665.5 | 35,829.4 | 2,412.5 | 7,845 | 302.8 | 742 | 30.5 | 22,736.3 | 14.6 | 3,035 | 11,693.2 | 29.6 | 753.1 | 1,971 | 30,826.4 | 37,187.5 | 4,334.7 | 13,455 | 6,951.6 | 8,503.3 | 7,387.8 | 1,719.5 | 7,127.7 | 69,571.3 | 42,054.7 | — | 1 | 1 | — | — | |
| SimPLE2025.05 | 7.8 | 2,204.8 | 62,583.6 | 596.8 | 5,640.6 | 100.5 | 527.2 | 16.4 | 14,862.5 | 12.8 | 51.2 | 3,350.3 | 16.7 | 34.2 | 208.1 | 2,656.6 | 4,031.2 | 236.9 | 1,288.8 | 1,480 | 1,128.3 | 979.4 | 74.3 | 616.9 | 35 | 683.3 | 1 | 0.332 | 0.134 | 0.13 | 0.729 | |
| Random2025.05 | 0.1 | 1,598 | 10,780.5 | 257.6 | 11.5 | 29 | 222.4 | 1.7 | 258.5 | -20.7 | 52 | 533.4 | 0 | 14.2 | 152.1 | 1,027 | 2,360 | 65.2 | 163.9 | 307.3 | 210 | 811 | 5.8 | 227.8 | 24.9 | 68.4 | 0 | 0 | 0 | — | — |