Interactive Task Completion on ALFWorld
100Pick Success Rate
RewardFlow
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2026.03 | 100 | 78.6 | 100 | 81.3 | 81.8 | 85 | 89.8 | |
2026.02 | 96.3 | 88.49 | 93.65 | 92.42 | 92.7 | 88.35 | 92.72 | |
2026.02 | 94.8 | 83.03 | 86.37 | 81.15 | 75.38 | 59.21 | 81.09 | |
2026.03 | 94.6 | 70 | 90 | 36.4 | 70 | 70 | 78.9 | |
2026.03 | 92.3 | 53.3 | 90.5 | 77.8 | 69.6 | 47.6 | 75 | |
2026.02 | 90.36 | 79.31 | 90.71 | 75.45 | 77.95 | 48.95 | 78.61 | |
2026.03 | 90 | 85.7 | 88 | 50 | 85.7 | 37.5 | 75 | |
2026.02 | 87.41 | 62.65 | 46.42 | 72.28 | 58.89 | 38.37 | 72.61 | |
2026.02 | 85.04 | 55.26 | 65.35 | 58.98 | 56.52 | 26.57 | 60.55 | |
2026.02 | 84.97 | 61.61 | 63.94 | 22.22 | 62.5 | 75.25 | 66.41 | |
2026.03 | 84.6 | 80 | 96 | 71.4 | 73.9 | 84 | 82.8 | |
2026.02 | 84.18 | 61.53 | 69.83 | 72.49 | 46.51 | 0.04 | 57.91 | |
2026.03 | 82.1 | 50 | 76.9 | 53.3 | 60.9 | 50 | 64.8 | |
2026.02 | 81.28 | 37.57 | 53.97 | 40.16 | 51.28 | 6.43 | 49.58 | |
2026.03 | 79.8 | 57.1 | 75.8 | 21.4 | 31.6 | 36.4 | 56.2 | |
2026.03 | 78.1 | 46.7 | 75 | 31.3 | 43.5 | 33.3 | 55.5 | |
2026.03 | 77.4 | 64.3 | 84 | 62.5 | 86.4 | 25 | 68.8 | |
2026.02 | 76.03 | 37.12 | 58.56 | 50.97 | 57.88 | 23.68 | 54.42 | |
2026.02 | 70.03 | 66.07 | 35.37 | 62.3 | 52.08 | 37.36 | 51.56 | |
2026.02 | 67.74 | 64.28 | 33.33 | 60 | 52.38 | 65 | 56.25 | |
2026.03 | 62.9 | 53.3 | 50 | 40 | 45.8 | 38.1 | 50 | |
2026.02 | 61.11 | 33.33 | 36.36 | 50 | 45.45 | 63.64 | 50 | |
2026.03 | 59.4 | 46.7 | 62.5 | 44.4 | 43.5 | 56.3 | 53.1 | |
2026.03 | 56.2 | 46.7 | 62.5 | 50 | 43.5 | 27.8 | 49.2 | |
2026.03 | 36.4 | 42.9 | 9.1 | 7.1 | 5.3 | 4.5 | 16.4 | |
2026.02 | 34.49 | 32.19 | 24.13 | 24.92 | 16.21 | 9.37 | 25.16 | |
2026.03 | 33.3 | 13.3 | 10.7 | 0 | 4.3 | 0 | 10.9 | |
2026.03 | 5.9 | 5.5 | 3.3 | 9.7 | 4.2 | 0 | 4.1 |