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Benchmarks
Renal Cell Carcinoma Subtyping on TCGA-RCC
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92.28
Balanced Accuracy
PathFound
26.656
43.693
60.73
77.767
Dec 29, 2025
Balanced Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
PathFound
Protocol=Evidence-Seek...
2025.12
92.28
GPT-5
Protocol=Evidence-Seek...
2025.12
71.52
Gemini-2.5
Protocol=Evidence-Seek...
2025.12
66.59
PathFound
Protocol=One-Pass (OP)
2025.12
59.24
InternVL3.5
Protocol=Evidence-Seek...
2025.12
54.82
Qwen3-VL
Protocol=Evidence-Seek...
2025.12
44.85
GPT-5
Protocol=One-Pass (OP)
2025.12
38.34
Qwen3-VL
Protocol=One-Pass (OP)
2025.12
34.1
InternVL3.5
Protocol=One-Pass (OP)
2025.12
33.33
Gemini-2.5
Protocol=One-Pass (OP)
2025.12
31.04
PathGen-LLaVA
Protocol=One-Pass (OP)
2025.12
29.18
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