Interactive Decision-making on ALFWorld
100PICK
HiPER
Updated 2d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2026.02 | 100 | 100 | 96.3 | 100 | 84.8 | 95.5 | 97.4 | |
2026.02 | 98.9 | 97.5 | 90.9 | 96.7 | 91.7 | 91.3 | 95.3 | |
2026.02 | 98 | 82.5 | 95 | 52.5 | 68.8 | 75 | 82.8 | |
2026.02 | 97.9 | 90 | 90 | 95.5 | 71.4 | 87.5 | 89.9 | |
2026.02 | 97.7 | 98.8 | 83.7 | 89.3 | 82.7 | 79.2 | 90.8 | |
2026.02 | 97.2 | 86.4 | 81.1 | 84.1 | 68.4 | 75.9 | 85.4 | |
2026.01 | 97.14 | 88.88 | 93.75 | 88 | 76.92 | 79.17 | 88.57 | |
2026.02 | 94.4 | 94.8 | 94.4 | 79.8 | 67.5 | 76.4 | 86.7 | |
2026.01 | 94.29 | 88.89 | 87.5 | 53.84 | 76 | 91.67 | 85.07 | |
2026.02 | 92.8 | 62.1 | 69 | 26.6 | 63.3 | 58.7 | 60.3 | |
2026.02 | 90.8 | 89.3 | 74.7 | 72.5 | 66.1 | 64.7 | 77.6 | |
2026.01 | 90.6 | 85.2 | 88.2 | 84.2 | 42.9 | 76.9 | 82.8 | |
2026.02 | 89.5 | 60 | 50 | 64.9 | 36.3 | 26.3 | 62.5 | |
2026.01 | 88.57 | 92.59 | 93.75 | 92 | 46.15 | 91.67 | 87.14 | |
2026.02 | 88.3 | 71 | 62.8 | 66.4 | 52.8 | 56.9 | 69.7 | |
2026.02 | 87.6 | 87.3 | 81.3 | 71.9 | 78.2 | 48.9 | 75.5 | |
2026.02 | 87.6 | 87.3 | 81.3 | 71.9 | 78.2 | 48.9 | 75.5 | |
2026.01 | 87.5 | 88.9 | 82.4 | 94.7 | 85.9 | 84.6 | 85.9 | |
2026.01 | 85.71 | 66.67 | 56.25 | 68 | 38.46 | 66.67 | 67.86 | |
2026.01 | 85.71 | 85.19 | 87.5 | 84 | 46.15 | 87.5 | 82.14 | |
2026.01 | 85.71 | 85.2 | 82.4 | 89.5 | 85.7 | 53.8 | 79.28 | |
2026.01 | 85.71 | 85.19 | 75 | 80 | 38.46 | 79.17 | 77.86 | |
2026.01 | 82.86 | 25.93 | 12.5 | 16 | 23.08 | 54.17 | 41.43 | |
2026.01 | 80 | 77.78 | 81.25 | 80 | 76.92 | 79.17 | 79.29 | |
2026.02 | 78.1 | 56.1 | 31 | 65 | 54.8 | 26.9 | 54.7 | |
2026.02 | 77.4 | 75.6 | 85.6 | 67.8 | 54.2 | 56.1 | 71.1 | |
2026.01 | 77.14 | 77.78 | 75 | 76 | 76.92 | 75 | 76.43 | |
2026.02 | 75.3 | 31.2 | 56.7 | 21.6 | 60.8 | 49.8 | 48 | |
2026.02 | 74 | 67 | 85.6 | 68.8 | 37.5 | 56.1 | 68.2 | |
2026.01 | 71.43 | 70.37 | 68.75 | 72 | 69.23 | 70.83 | 70.71 | |
2026.01 | 65.71 | 25.93 | 25 | 24 | 30.77 | 25 | 35.71 | |
2026.02 | 64.9 | 46.4 | 13.3 | 33.3 | 33.3 | 33.3 | 43.8 | |
2026.02 | 64.5 | 20 | 12.5 | 33.3 | 33.3 | 3.84 | 29.7 | |
2026.02 | 62.8 | 22.2 | 12.5 | 8 | 38.5 | 0 | 21.4 | |
2026.02 | 62 | 44.9 | 30.9 | 36.3 | 41.6 | 23.8 | 42.7 | |
2026.01 | 57.14 | 37.04 | 31.25 | 28 | 23.08 | 33.33 | 37.86 | |
2026.02 | 54.3 | 48.1 | 56.2 | 32 | 38.5 | 16.7 | 41.4 | |
2026.02 | 54 | 26.9 | 36.4 | 20.8 | 55 | 7.69 | 33.6 | |
2026.02 | 48.5 | 34.3 | 13.2 | 18.2 | 35.4 | 17.6 | 31.2 | |
2026.01 | 42.86 | 37.04 | 37.5 | 16 | 15.38 | 4.17 | 28.57 | |
2026.01 | 40 | 33.33 | 6.25 | 32 | 15.38 | 20.83 | 27.86 | |
2026.02 | 33.4 | 19.3 | 6.9 | 2.8 | 21.6 | 3.2 | 14.8 | |
2026.02 | 27.6 | 17.5 | 0 | 5.4 | 26.4 | 4.2 | 14.1 | |
2026.01 | 25.71 | 22.22 | 12.5 | 12 | 7.69 | 25 | 19.29 | |
2026.01 | 25.71 | 25.93 | 6.25 | 32 | 7.69 | 25 | 22.86 | |
2026.01 | 22.86 | 22.22 | 6.25 | 24 | 23.08 | 25 | 21.43 | |
2026.02 | 21 | 55 | 52 | 71 | 67 | 6 | 46.3 | |
2026.01 | 20 | 22.22 | 18.75 | 20 | 23.08 | 0 | 17.14 | |
2026.01 | 17.14 | 18.52 | 18.75 | 16 | 15.38 | 0 | 14.29 | |
2026.01 | 17.14 | 14.81 | 18.75 | 16 | 15.38 | 8.33 | 15 | |
2026.02 | 15.9 | 11.2 | 3.5 | 0 | 13.9 | 4.2 | 8.3 | |
2026.01 | 14.29 | 14.81 | 12.5 | 12 | 15.38 | 12.5 | 13.57 |