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Benchmarks
End-to-end Structure Extraction on BIOVISTA
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0.516
Recall
BIOMINER-INSTRUCT
0.25912
0.32581
0.3925
0.45919
Apr 23, 2026
Recall
Precision
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Recall
Precision
F1 Score
BIOMINER-INSTRUCT
Coreference Status=w/...
2026.04
0.516
0.541
0.528
Gemini 2.0-flash
Coreference Status=w/...
2026.04
0.482
0.52
0.5
Qwen3-VL-235B
Coreference Status=w/...
2026.04
0.462
0.498
0.479
GPT-4.1-mini
Coreference Status=w/...
2026.04
0.413
0.482
0.445
Grok-4-fast
Coreference Status=w/...
2026.04
0.413
0.468
0.439
Qwen3-VL-32B
Coreference Status=w/...
2026.04
0.406
0.489
0.444
GPT-4o-mini
Coreference Status=w/...
2026.04
0.31
0.36
0.333
Claude haiku-4-5
Coreference Status=w/...
2026.04
0.269
0.312
0.289
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