Interactive Decision-making on ALFWorld
99.6Overall Success Rate
Deepseek-V4-Pro
Updated 22d ago
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 99.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 97.8 | 95.8 | 100 | 100 | 100 | 94.4 | 94.1 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 97.71 | - | - | - | - | - | - | 8.98 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 97.4 | 100 | 100 | 96.3 | 100 | 84.8 | 95.5 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 97.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 96.69 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 96.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 96.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 96.3 | 100 | 96.8 | 95.7 | 100 | 100 | 82.4 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 96.1 | 100 | 96.6 | 96.3 | 96.2 | 93.2 | 95.2 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 95.6 | 97.8 | 95.8 | 97.6 | 92.1 | 97.8 | 92.6 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 95.3 | 98.9 | 97.5 | 90.9 | 96.7 | 91.7 | 91.3 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 95 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 94.89 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 94.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 94.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 93.8 | 95 | 96.4 | 100 | 88.5 | 100 | 85.7 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 93.8 | 98.3 | 98.5 | 88.9 | 90 | 93.7 | 92.8 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 93.5 | 99.2 | 97.3 | 95.1 | 84.9 | 83.8 | 89.8 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 93.3 | 95.8 | 96.8 | 87 | 100 | 100 | 76.5 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 93.13 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 93.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 92.9 | 100 | 100 | 90 | 89.7 | 100 | 77.8 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 92.5 | 100 | 96.8 | 73.9 | 100 | 88.9 | 94.1 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 92.2 | 98.7 | 98.1 | 92.6 | 85 | 73.9 | 89.2 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 92.11 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 91.8 | 98.2 | 98.6 | 84.5 | 91.5 | 85.6 | 84.3 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 91.54 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 91.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 90.9 | 95.8 | 95 | 97 | 87.5 | 78.3 | 91.7 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 90.8 | 97.7 | 98.8 | 83.7 | 89.3 | 82.7 | 79.2 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 90.8 | 97.7 | 98.8 | 83.7 | 89.3 | 82.7 | 79.2 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 90.8 | 97.7 | 98.8 | 83.7 | 89.3 | 82.7 | 79.2 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 90.7 | - | - | - | - | - | - | - | - | - | - | 11.85 | - | - | - | - | - | - | |
2026.05 | 90.6 | 100 | 100 | 100 | 80 | 80 | 83.3 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 90.4 | 95.3 | 91.8 | 89.5 | 89.1 | 83.3 | 84.5 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 90.1 | 95.2 | 93.1 | 94.1 | 81.5 | 85.3 | 83.4 | - | - | - | - | - | - | - | - | - | - | - | |
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 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 89.9 | 97.9 | 90 | 90 | 95.5 | 71.4 | 87.5 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 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 | - | - | - | - | - | - | - | - | - | |
2026.05 | 89.43 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 89.14 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 89.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 88.8 | 96.2 | 95.5 | 80.9 | 72.1 | 90.9 | 90.4 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 88.57 | 97.14 | 88.88 | 93.75 | 88 | 76.92 | 79.17 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 88.3 | 97.4 | 96.2 | 88.9 | 83.3 | 81.8 | 70 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 88.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 88.1 | 98.4 | 91.1 | 96.8 | 82.6 | 72.2 | 79.7 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 87.9 | 95.6 | 100 | 86.7 | 78.7 | 80.4 | 75.2 | - | 0.38 | - | - | - | - | - | - | - | - | - | |
2026.05 | 87.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 87.9 | - | - | - | - | - | - | - | - | - | - | 9.03 | - | - | - | - | - | - | |
2026.06 | 87.9 | 95.6 | 100 | 86.7 | 78.7 | 80.4 | 75.2 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 87.8 | 93.8 | 95.5 | 77.8 | 95 | 94.7 | 72 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 87.6 | 95.3 | 87.7 | 92.6 | 79.8 | 84.3 | 82.3 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 87.2 | - | - | - | - | - | - | - | - | - | - | 8.88 | - | - | - | - | - | - | |
2026.01 | 87.14 | 88.57 | 92.59 | 93.75 | 92 | 46.15 | 91.67 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 87.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 86.7 | 94.4 | 94.8 | 94.4 | 79.8 | 67.5 | 76.4 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 86.7 | - | - | - | - | - | - | - | - | - | - | 16.9 | 100 | 97 | 83.2 | 0.44 | - | - | |
2026.06 | 86.7 | 94.4 | 94.8 | 94.4 | 79.8 | 67.5 | 76.4 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 86.7 | 92.6 | 94.4 | 93.7 | 74.1 | 76.3 | 77.4 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 86.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 86.6 | 100 | 100 | 91.3 | 95.2 | 50 | 64.7 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 85.9 | 87.5 | 88.9 | 82.4 | 94.7 | 85.9 | 84.6 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 85.9 | - | - | - | - | - | - | - | - | - | - | 16.3 | 96.6 | 91.4 | 83.9 | 0.46 | - | - | |
2026.06 | 85.9 | 85.3 | 100 | 100 | 77.3 | 77.8 | 76.9 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 85.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 85.4 | 97.2 | 86.4 | 81.1 | 84.1 | 68.4 | 75.9 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 85.1 | 91.7 | 93.5 | 73.9 | 95.2 | 77.8 | 70.6 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 85.07 | 94.29 | 88.89 | 87.5 | 53.84 | 76 | 91.67 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 84.6 | 93 | 92.8 | 91.2 | 79.3 | 66.7 | 68.6 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 84.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 84.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 84 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 83.6 | 83.3 | 87.1 | 65.2 | 85.7 | 100 | 82.4 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 83.59 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 83.25 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 83.1 | 93.3 | 86.9 | 88.7 | 71.7 | 72 | 71.9 | - | - | - | - | - | - | - | - | - | - | - | |
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 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 82.8 | - | - | - | - | - | - | - | - | - | - | 19.7 | 94.1 | 90.7 | 78.8 | 0.66 | - | - | |
2026.05 | 82.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 82.4 | 91.9 | 82.9 | 87.4 | 78.7 | 100 | 70 | - | 2.21 | - | - | - | - | - | - | - | - | - | |
2026.05 | 82.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
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 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 82.1 | 91.7 | 93.5 | 82.6 | 90.5 | 50 | 70.6 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 81.8 | 92.6 | 85.2 | 80 | 82.7 | 93.8 | 56.5 | - | 0.95 | - | - | - | - | - | - | - | - | - | |
2026.05 | 81.51 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 81.3 | 95.8 | 100 | 82.6 | 81 | 33.3 | 76.5 | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 81.2 | 95.6 | 78.1 | 73.2 | 72.4 | 96.2 | 72 | - | 0.43 | - | - | - | - | - | - | - | - | - | |
2026.04 | 80.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 80.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 80.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 80.6 | 87.5 | 83.9 | 78.3 | 66.7 | 94.4 | 70.6 | - | - | - | - | - | - | - | - | - | - | - | |
2026.06 | 80.6 | 90.4 | 86.8 | 82.9 | 76.5 | 80.7 | 67.3 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 80.4 | 92.3 | 92.5 | 89.5 | 80.3 | 64 | 68.8 | - | - | - | - | - | - | - | - | - | - | - |
Showing 100 of 432 rows