Tool Retrieval on ToolRet (Code)
45.93N@10Qwen3 (QTND)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Qwen3 (QTND)Train?=Yes, Input=QTND2025.10 | 45.93 | 8.18 | 59.51 | 44.23 | |
| Qwen3 (QTND)Train?=No, Input=QTND2025.10 | 45.3 | 7.76 | 58.21 | 43.9 | |
| Qwen3 (TND) (K)Train?=No, Input=TND, Source=K2025.10 | 42.44 | 7.86 | 58.35 | 40.05 | |
| Qwen3 (TND)Train?=Yes, Input=TND2025.10 | 42.39 | 8.03 | 58.27 | 39.65 | |
| Qwen3 (0s)Train?=No, Protocol=zero-shot2025.10 | 39.58 | 6.54 | 51.32 | 38.53 | |
| Qwen3 (Q) (TR)Train?=Yes, Protocol=ToolRet (TR) baseline, Input=Question (Q)2025.10 | 39.29 | 6.6 | 50.84 | 38.28 | |
| BM25 (QTND)Train?=No, Input=QTND2025.10 | 36.5 | 6.51 | 49.34 | 34.81 | |
| BM25 (TND) (K)Train?=No, Input=TND, Source=K2025.10 | 33.91 | 6.47 | 47.15 | 32.25 | |
| BM25 (0s)Train?=No, Protocol=zero-shot2025.10 | 29.5 | 4.9 | 37.38 | 29.83 | |
| COLT (Phase-1)Train?=Yes, Protocol=Phase-12025.10 | 8.66 | 1.37 | 11.87 | 7.92 | |
| COLT (Phase-2)Train?=Yes, Protocol=Phase-22025.10 | 0.17 | — | 0.31 | — |