Tool Retrieval on ToolBench In-domain I1 benchmark leaderboard · SOTA2 Research

Tool Retrieval on ToolBench In-domain I1

93.76NDCG@1ToolWeaver

Evaluation Results

Method	Links
ToolWeaver2026.01		93.76	94.8	95.69
ToolWeaver2026.01		91.16	91.14	93.48
ToolWeaver2026.01		91.16	91.14	93.48
ToolGen2026.01		91	92.15	94.11
IterFeedback2026.01		90.7	90.95	92.47
ToolGen2026.01		89.17	90.85	92.67
ToolGen2026.01		88.5	88.83	91.65
ToolGen2026.01		88.5	88.83	91.65
ToolGen2026.01		87.67	88.84	91.54
ToolGen2026.01		87.67	88.84	91.54
ToolRetriever2026.01		83.5	83.67	88.66
ToolRetriever2026.01		80.5	79.55	84.39
ToolRetriever2026.01		75.92	76.96	82.31
ToolRetriever2026.01		75.92	76.96	82.31
ToolRetriever2026.01		72.31	70.3	74.99
ToolRetriever2026.01		72.31	70.3	74.99
Re-Invoke2026.01		69.47	—	61.1
EmbSim2026.01		63.67	61.03	65.37
EmbSim2026.01		61	57.78	62.31
EmbSim2026.01		54	50.82	55.86
EmbSim2026.01		54	50.82	55.86
EmbSim2026.01		50.5	48.15	53.41
EmbSim2026.01		50.5	48.15	53.41
BM252026.01		29.46	31.12	33.27
BM252026.01		29.25	31.04	33.49
BM252026.01		26.92	26.13	29
BM252026.01		26.92	26.13	29
BM252026.01		22.77	22.64	25.61
BM252026.01		22.77	22.64	25.61