Tool-use on ToolBench (I1/I2/I3 Evaluation)
71.3Average Pass Rate
Attention Buckets + DFSDT-Retriever
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 71.3 | 68.5 | 65 | 70 | 65.5 | 65 | 67 | 84 | 78 | 71 | 64.5 | 69 | 89 | 71.5 | ||
2023.12 | 71.1 | 60 | 67.5 | 71.5 | 67.8 | 67 | 66.5 | 79.5 | 73.3 | 77.5 | 63.3 | 71 | 84 | 70.4 | |
2023.12 | 68 | 66.5 | 67.5 | 61.5 | 62 | 62 | 65.5 | 78 | 71.5 | 73 | 66.5 | 67 | 82 | 69.2 | |
2023.12 | 67.3 | 64 | 62.3 | 64 | 59 | 60.5 | 55.5 | 81.5 | 68.5 | 68.5 | 60.8 | 65 | 73 | 63.1 | |
2023.12 | 66.7 | 57 | 55 | 61 | 55.3 | 62 | 54.5 | 77 | 68.5 | 77 | 58 | 66 | 69 | 60 | |
2023.12 | 64.8 | 54.5 | 60.5 | 65 | 62 | 60.5 | 57.3 | 75 | 72 | 71.5 | 64.8 | 62 | 69 | 64.3 | |
2025.04 | 59.33 | - | - | - | - | - | - | - | - | - | - | - | - | 73 | |
2025.04 | 58.52 | - | - | - | - | - | - | - | - | - | - | - | - | 73 | |
2023.12 | 57.2 | 53.5 | 60 | 50 | 58.8 | 53.5 | 63.5 | 67 | 65.8 | 72 | 60.3 | 47 | 78 | 64.4 | |
2025.04 | 57.2 | - | - | - | - | - | - | - | - | - | - | - | - | 81 | |
2025.04 | 56.8 | - | - | - | - | - | - | - | - | - | - | - | - | 73 | |
2025.04 | 56.43 | - | - | - | - | - | - | - | - | - | - | - | - | 69 | |
2025.04 | 54.83 | - | - | - | - | - | - | - | - | - | - | - | - | 72 | |
2025.04 | 54.33 | - | - | - | - | - | - | - | - | - | - | - | - | 65 | |
2025.04 | 54.2 | - | - | - | - | - | - | - | - | - | - | - | - | 79 | |
2025.04 | 53.7 | - | - | - | - | - | - | - | - | - | - | - | - | 77 | |
2025.04 | 52.97 | - | - | - | - | - | - | - | - | - | - | - | - | 58 | |
2025.04 | 51.67 | - | - | - | - | - | - | - | - | - | - | - | - | 68 | |
2025.04 | 50.8 | - | - | - | - | - | - | - | - | - | - | - | - | 63 | |
2025.04 | 50.67 | - | - | - | - | - | - | - | - | - | - | - | - | 67 | |
2025.04 | 49.43 | - | - | - | - | - | - | - | - | - | - | - | - | 55 | |
2025.04 | 48.3 | - | - | - | - | - | - | - | - | - | - | - | - | 71 | |
2023.12 | 43.1 | 43.5 | 40.3 | 44 | 43.8 | 46 | 46.8 | 37 | 40.5 | 42 | 43.3 | 46 | 63 | 46.3 | |
2023.12 | 40.2 | 41.5 | - | 44 | - | 44.5 | - | 42.5 | - | - | - | 22 | - | - | |
2023.12 | 31.3 | 31.5 | 45 | 32 | 42.5 | 33.5 | 49 | 31.5 | 65 | 32 | 42 | 28 | 58 | 50.3 | |
2023.12 | 29 | 25 | 45 | 29 | 42 | 33 | 47.5 | 30.5 | 50.8 | 31.5 | 41.8 | 25 | 55 | 47 | |
2023.12 | 22.6 | 20.5 | 38 | 31 | 44.3 | 18.5 | 43.3 | 17 | 36.8 | 20.5 | 33.5 | 28 | 65 | 43.5 | |
2023.12 | 16.5 | 12 | 28.5 | 20 | 35.3 | 20 | 31 | 8.5 | 29.8 | 14.5 | 29.8 | 24 | 45 | 33.2 | |
2023.12 | 6.8 | 5.5 | 31 | 3.5 | 27.8 | 5.5 | 33.8 | 6 | 35 | 6 | 31.5 | 14 | 47.5 | 34.4 |