Tool Retrieval on ToolRet (Customized)
42.38N@10Qwen3 (QTND)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Qwen3 (QTND)Train?=Yes, Input=QTND2025.10 | 42.38 | 11.55 | 51.27 | 47.9 | |
| Qwen3 (Q) (TR)Train?=Yes, Protocol=ToolRet (TR) baseline, Input=Question (Q)2025.10 | 42.17 | 11.3 | 49.8 | 48.86 | |
| Qwen3 (QTND)Train?=No, Input=QTND2025.10 | 41.56 | 10.82 | 50.04 | 47.47 | |
| Qwen3 (0s)Train?=No, Protocol=zero-shot2025.10 | 39.89 | 10.65 | 47.7 | 46.14 | |
| Qwen3 (TND)Train?=Yes, Input=TND2025.10 | 39.71 | 11.25 | 50.87 | 43.49 | |
| Qwen3 (TND) (K)Train?=No, Input=TND, Source=K2025.10 | 38.12 | 10.53 | 49.14 | 41.82 | |
| BM25 (QTND)Train?=No, Input=QTND2025.10 | 33.48 | 9.13 | 38.88 | 40.72 | |
| BM25 (0s)Train?=No, Protocol=zero-shot2025.10 | 31.9 | 8.7 | 36.5 | 39.63 | |
| BM25 (TND) (K)Train?=No, Input=TND, Source=K2025.10 | 27.61 | 8.41 | 35.34 | 31.31 | |
| COLT (Phase-1)Train?=Yes, Protocol=Phase-12025.10 | 23.41 | 6.21 | 26.67 | 29.55 | |
| COLT (Phase-2)Train?=Yes, Protocol=Phase-22025.10 | 0.42 | — | 0.56 | — |