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Benchmarks
Tool Identification on In-domain (seen)
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85.95
Exact Match (EM)
TInR-U
46.5964
56.8132
67.03
77.2468
Apr 12, 2026
Exact Match (EM)
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Exact Match (EM)
F1 Score
TInR-U
2026.04
85.95
88.38
ToolGen
2026.04
83.78
86.76
TR-Feedback+ToolRL
Retriever=TR-Feedback,...
2026.04
65.41
72.61
ToolRetriever+Hammer2.1-7b
Retriever=ToolRetrieve...
2026.04
63.78
69.46
ToolRetriever+xLAM-7b-r
Retriever=ToolRetrieve...
2026.04
63.78
69.46
ToolRetriever+Qwen3-8B
Retriever=ToolRetrieve...
2026.04
63.78
69.46
ToolRetriever+ToolRL
Retriever=ToolRetrieve...
2026.04
63.78
69.46
Ada-embedding+ToolRL
Retriever=Ada-embeddin...
2026.04
56.22
61.71
BM25+ToolRL
Retriever=BM25, Reason...
2026.04
48.11
54.68
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