Agent Task on AlfWorld
86.7Success Rate
ResRL
Updated 18d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 86.7 | - | 90.1 | 85.5 | 98 | 83 | 78.7 | 84.2 | - | - | - | - | |
2026.02 | 83.6 | 64.1 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 82.7 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 80.7 | 59 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 80.7 | 62.9 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 80.4 | - | 92.3 | 64 | 92.5 | 89.5 | 80.3 | 68.8 | - | - | - | - | |
2026.02 | 78.6 | 58.1 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 78.5 | - | 92.9 | 75.2 | 74.8 | 86.3 | 73.7 | 65.3 | - | - | - | - | |
2026.05 | 75.4 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 74.8 | - | 88.8 | 43.7 | 88.1 | 70.3 | 77.7 | 56.8 | - | - | - | - | |
2026.05 | 74.4 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 73.8 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 72.9 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 71.2 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 69 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 67.1 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 66.4 | 50.7 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 62.1 | 48.1 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 60.3 | - | 92.8 | 63.3 | 62.1 | 69 | 26.6 | 58.7 | - | - | - | - | |
2026.02 | 59.3 | 46.7 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 57.1 | 40.9 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 52.1 | 38.3 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 50.7 | 29 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 48 | - | 75.3 | 60.8 | 31.2 | 56.7 | 21.6 | 49.8 | - | - | - | - | |
2026.02 | 37.9 | 29 | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 36.9 | - | - | - | - | - | - | - | 160 | - | - | - | |
2025.06 | 35 | - | - | - | - | - | - | - | 225 | - | - | - | |
2026.05 | 31.5 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 31.2 | - | 48.5 | 35.4 | 34.3 | 13.2 | 18.2 | 17.6 | - | - | - | - | |
2026.02 | 25.7 | 21.8 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 25 | 18.6 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 22.1 | 15.8 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 16.4 | 12.8 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 16 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 15.7 | 9.8 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 15 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 14.8 | - | 33.4 | 21.6 | 19.3 | 6.9 | 2.8 | 3.2 | - | - | - | - | |
2025.12 | 12 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 8.6 | 7.6 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 8 | - | - | - | - | - | - | - | - | - | - | - | |
2026.07 | - | - | - | - | - | - | - | - | - | 42.5 | 48.3 | 50.8 | |
2026.07 | - | - | - | - | - | - | - | - | - | 54.3 | 61.2 | 64.8 | |
2026.07 | - | - | - | - | - | - | - | - | - | 17.1 | 21.8 | 27.2 | |
2026.07 | - | - | - | - | - | - | - | - | - | 17.9 | 28.1 | 29.7 | |
2026.07 | - | - | - | - | - | - | - | - | - | 76.4 | 80.3 | 82.6 | |
2026.07 | - | - | - | - | - | - | - | - | - | 82 | 89.8 | 91.2 | |
2026.07 | - | - | - | - | - | - | - | - | - | 85.9 | 87.5 | 89.8 | |
2026.07 | - | - | - | - | - | - | - | - | - | 85.9 | 91.4 | 91.4 | |
2026.07 | - | - | - | - | - | - | - | - | - | 82.8 | 84.7 | 85.2 | |
2026.07 | - | - | - | - | - | - | - | - | - | 87.5 | 89 | 90.6 | |
2026.07 | - | - | - | - | - | - | - | - | - | 83.6 | 91.4 | 92.5 | |
2026.07 | - | - | - | - | - | - | - | - | - | 82 | 85.9 | 86.7 | |
2026.07 | - | - | - | - | - | - | - | - | - | 89.8 | 93.4 | 94.5 |