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Invasion Detection on TCGA-Invasion

81.64AccuracyPathFound
39.946450.770761.59572.4193Dec 29, 2025

Evaluation results

MethodLinks
PathFoundProtocol=Evidence-Seeking (ES)2025.1281.64
Gemini-2.5Protocol=Evidence-Seeking (ES)2025.1280.19
GPT-5Protocol=Evidence-Seeking (ES)2025.1279.23
InternVL3.5Protocol=Evidence-Seeking (ES)2025.1277.29
Qwen3-VLProtocol=Evidence-Seeking (ES)2025.1272.46
PathFoundProtocol=One-Pass (OP)2025.1269.57
Gemini-2.5Protocol=One-Pass (OP)2025.1267.15
InternVL3.5Protocol=One-Pass (OP)2025.1262.32
GPT-5Protocol=One-Pass (OP)2025.1261.84
Qwen3-VLProtocol=One-Pass (OP)2025.1259.42
PathGen-LLaVAProtocol=One-Pass (OP)2025.1241.55