Interactive Decision-making on ALFWorld
97.71Overall Success Rate
SAMPO
Updated 9d ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 97.71 | - | - | - | - | - | - | 8.98 | - | |
2026.02 | 97.4 | 100 | 100 | 96.3 | 100 | 84.8 | 95.5 | - | - | |
2026.02 | 95.3 | 98.9 | 97.5 | 90.9 | 96.7 | 91.7 | 91.3 | - | - | |
2026.02 | 90.8 | 97.7 | 98.8 | 83.7 | 89.3 | 82.7 | 79.2 | - | - | |
2026.02 | 89.9 | 97.9 | 90 | 90 | 95.5 | 71.4 | 87.5 | - | - | |
2026.04 | 89.9 | 97.9 | 90 | 90 | 95.5 | 71.4 | 87.5 | - | - | |
2026.04 | 89.8 | 100 | 94.6 | 81.9 | 85.7 | 85.8 | 80.1 | - | 0.41 | |
2026.01 | 88.57 | 97.14 | 88.88 | 93.75 | 88 | 76.92 | 79.17 | - | - | |
2026.04 | 87.9 | 95.6 | 100 | 86.7 | 78.7 | 80.4 | 75.2 | - | 0.38 | |
2026.01 | 87.14 | 88.57 | 92.59 | 93.75 | 92 | 46.15 | 91.67 | - | - | |
2026.02 | 86.7 | 94.4 | 94.8 | 94.4 | 79.8 | 67.5 | 76.4 | - | - | |
2026.01 | 85.9 | 87.5 | 88.9 | 82.4 | 94.7 | 85.9 | 84.6 | - | - | |
2026.02 | 85.4 | 97.2 | 86.4 | 81.1 | 84.1 | 68.4 | 75.9 | - | - | |
2026.01 | 85.07 | 94.29 | 88.89 | 87.5 | 53.84 | 76 | 91.67 | - | - | |
2026.03 | 83.6 | 83.3 | 87.1 | 65.2 | 85.7 | 100 | 82.4 | - | - | |
2026.01 | 82.8 | 90.6 | 85.2 | 88.2 | 84.2 | 42.9 | 76.9 | - | - | |
2026.02 | 82.8 | 98 | 82.5 | 95 | 52.5 | 68.8 | 75 | - | - | |
2026.03 | 82.8 | 91.7 | 87.1 | 78.3 | 66.7 | 100 | 64.7 | - | - | |
2026.04 | 82.4 | 91.9 | 82.9 | 87.4 | 78.7 | 100 | 70 | - | 2.21 | |
2026.01 | 82.14 | 85.71 | 85.19 | 87.5 | 84 | 46.15 | 87.5 | - | - | |
2026.03 | 82.1 | 87.5 | 83.9 | 78.3 | 76.2 | 94.4 | 70.6 | - | - | |
2026.04 | 81.8 | 92.6 | 85.2 | 80 | 82.7 | 93.8 | 56.5 | - | 0.95 | |
2026.04 | 81.2 | 95.6 | 78.1 | 73.2 | 72.4 | 96.2 | 72 | - | 0.43 | |
2026.04 | 80.8 | - | - | - | - | - | - | - | - | |
2026.03 | 80.6 | 87.5 | 83.9 | 78.3 | 66.7 | 94.4 | 70.6 | - | - | |
2026.02 | 80.03 | - | - | - | - | - | - | 4.1 | - | |
2026.04 | 80 | - | - | - | - | - | - | - | - | |
2026.04 | 79.9 | 92.6 | 70.6 | 86.6 | 79.3 | 85.7 | 65 | - | 1.02 | |
2026.04 | 79.8 | - | - | - | - | - | - | - | - | |
2026.02 | 79.7 | - | - | - | - | - | - | 5.05 | - | |
2026.04 | 79.3 | - | - | - | - | - | - | - | - | |
2026.01 | 79.29 | 80 | 77.78 | 81.25 | 80 | 76.92 | 79.17 | - | - | |
2026.01 | 79.28 | 85.71 | 85.2 | 82.4 | 89.5 | 85.7 | 53.8 | - | - | |
2026.03 | 79.1 | 95.8 | 83.9 | 87 | 61.9 | 77.8 | 58.8 | - | - | |
2026.04 | 79 | - | - | - | - | - | - | - | - | |
2026.04 | 78.8 | - | - | - | - | - | - | - | - | |
2026.03 | 78.4 | 87.5 | 83.9 | 69.6 | 71.4 | 94.4 | 58.8 | - | - | |
2026.04 | 78.3 | - | - | - | - | - | - | - | - | |
2026.04 | 78.2 | 91.9 | 76 | 73.3 | 76.1 | 81.8 | 70 | - | 0.38 | |
2026.01 | 77.86 | 85.71 | 85.19 | 75 | 80 | 38.46 | 79.17 | - | - | |
2026.02 | 77.6 | 90.8 | 89.3 | 74.7 | 72.5 | 66.1 | 64.7 | - | - | |
2026.04 | 77.3 | - | - | - | - | - | - | - | - | |
2026.04 | 77 | - | - | - | - | - | - | - | - | |
2026.04 | 76.8 | - | - | - | - | - | - | - | - | |
2026.01 | 76.43 | 77.14 | 77.78 | 75 | 76 | 76.92 | 75 | - | - | |
2026.04 | 76.3 | - | - | - | - | - | - | - | - | |
2026.04 | 76.3 | - | - | - | - | - | - | - | - | |
2026.03 | 76.1 | 87.5 | 83.9 | 60.9 | 66.7 | 88.9 | 64.7 | - | - | |
2026.04 | 76 | - | - | - | - | - | - | - | - | |
2026.04 | 76 | - | - | - | - | - | - | - | - | |
2026.02 | 75.5 | 87.6 | 87.3 | 81.3 | 71.9 | 78.2 | 48.9 | - | - | |
2026.02 | 75.5 | 87.6 | 87.3 | 81.3 | 71.9 | 78.2 | 48.9 | - | - | |
2026.04 | 75.5 | - | - | - | - | - | - | - | - | |
2026.03 | 75.4 | 83.3 | 83.9 | 65.2 | 85.7 | 66.7 | 58.8 | - | - | |
2026.03 | 75.4 | 83.3 | 87.1 | 78.3 | 71.4 | 77.8 | 41.2 | - | - | |
2026.03 | 75.4 | 91.7 | 77.4 | 78.3 | 57.1 | 88.9 | 52.9 | - | - | |
2026.04 | 75 | - | - | - | - | - | - | - | - | |
2026.03 | 74.6 | 83.3 | 83.9 | 78.3 | 66.7 | 77.8 | 47.1 | - | - | |
2026.04 | 74.3 | - | - | - | - | - | - | - | - | |
2026.03 | 73.9 | 83.3 | 87.1 | 73.9 | 61.9 | 77.8 | 47.1 | - | - | |
2026.03 | 73.9 | 58.3 | 80.6 | 73.9 | 71.4 | 100 | 58.8 | - | - | |
2026.03 | 73.4 | 87.5 | 70.9 | 82.6 | 57.1 | 88.9 | 52.9 | - | - | |
2026.03 | 73.1 | 79.2 | 77.4 | 73.9 | 61.9 | 83.3 | 58.8 | - | - | |
2026.02 | 71.48 | - | - | - | - | - | - | 4.51 | - | |
2026.02 | 71.1 | 77.4 | 75.6 | 85.6 | 67.8 | 54.2 | 56.1 | - | - | |
2026.01 | 70.71 | 71.43 | 70.37 | 68.75 | 72 | 69.23 | 70.83 | - | - | |
2026.02 | 69.7 | 88.3 | 71 | 62.8 | 66.4 | 52.8 | 56.9 | - | - | |
2026.04 | 69 | - | - | - | - | - | - | - | - | |
2026.04 | 68.3 | - | - | - | - | - | - | - | - | |
2026.02 | 68.2 | 74 | 67 | 85.6 | 68.8 | 37.5 | 56.1 | - | - | |
2026.01 | 67.86 | 85.71 | 66.67 | 56.25 | 68 | 38.46 | 66.67 | - | - | |
2026.04 | 63.5 | - | - | - | - | - | - | - | - | |
2026.02 | 62.5 | 89.5 | 60 | 50 | 64.9 | 36.3 | 26.3 | - | - | |
2026.02 | 60.3 | 92.8 | 62.1 | 69 | 26.6 | 63.3 | 58.7 | - | - | |
2026.03 | 60.3 | 92.8 | 63.3 | 62.1 | 69 | 26.6 | 58.7 | - | - | |
2026.02 | 60.27 | - | - | - | - | - | - | 2.49 | - | |
2026.02 | 54.7 | 78.1 | 56.1 | 31 | 65 | 54.8 | 26.9 | - | - | |
2026.02 | 50.92 | - | - | - | - | - | - | 2.37 | - | |
2026.02 | 49.31 | - | - | - | - | - | - | 1.68 | - | |
2026.04 | 48.4 | 75.4 | 67.5 | 26.7 | 19.4 | 64.9 | 8.9 | - | 2.12 | |
2026.02 | 48 | 75.3 | 31.2 | 56.7 | 21.6 | 60.8 | 49.8 | - | - | |
2026.03 | 48 | 75.3 | 60.8 | 31.2 | 56.7 | 21.6 | 49.8 | - | - | |
2026.02 | 46.3 | 21 | 55 | 52 | 71 | 67 | 6 | - | - | |
2026.04 | 44.1 | 77.3 | 47.9 | 41.7 | 24.6 | 24.5 | 22.5 | - | 1.89 | |
2026.02 | 43.8 | 64.9 | 46.4 | 13.3 | 33.3 | 33.3 | 33.3 | - | - | |
2026.04 | 43.8 | 64.9 | 46.4 | 13.3 | 33.3 | 33.3 | 33.3 | - | - | |
2026.02 | 42.7 | 62 | 44.9 | 30.9 | 36.3 | 41.6 | 23.8 | - | - | |
2026.01 | 41.43 | 82.86 | 25.93 | 12.5 | 16 | 23.08 | 54.17 | - | - | |
2026.02 | 41.4 | 54.3 | 48.1 | 56.2 | 32 | 38.5 | 16.7 | - | - | |
2026.02 | 38.11 | - | - | - | - | - | - | 0.81 | - | |
2026.01 | 37.86 | 57.14 | 37.04 | 31.25 | 28 | 23.08 | 33.33 | - | - | |
2026.01 | 35.71 | 65.71 | 25.93 | 25 | 24 | 30.77 | 25 | - | - | |
2026.02 | 33.6 | 54 | 26.9 | 36.4 | 20.8 | 55 | 7.69 | - | - | |
2026.04 | 31.3 | 67.6 | 19.3 | 31.3 | 30.1 | 35.4 | 4.4 | - | 1.08 | |
2026.02 | 31.2 | 48.5 | 34.3 | 13.2 | 18.2 | 35.4 | 17.6 | - | - | |
2026.02 | 30.83 | - | - | - | - | - | - | 0.8 | - | |
2026.02 | 29.7 | 64.5 | 20 | 12.5 | 33.3 | 33.3 | 3.84 | - | - | |
2026.04 | 29.3 | 44.1 | 30.5 | 44.1 | 9.2 | 45.1 | 3.3 | - | 2.3 | |
2026.04 | 28.9 | 44.3 | 52.9 | 0 | 11.2 | 55.4 | 5.4 | - | 1.79 | |
2026.01 | 28.57 | 42.86 | 37.04 | 37.5 | 16 | 15.38 | 4.17 | - | - |
Showing 100 of 118 rows