Gleason Grading on TCGA-PRAD
92.47AccuracyGPT-5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPT-5Protocol=Evidence-Seeking (ES)2025.12 | 92.47 | — | |
| PathFoundProtocol=Evidence-Seeking (ES)2025.12 | 92.17 | — | |
| Gemini-2.5Protocol=Evidence-Seeking (ES)2025.12 | 90.6 | — | |
| InternVL3.5Protocol=Evidence-Seeking (ES)2025.12 | 89.26 | — | |
| Qwen3-VLProtocol=Evidence-Seeking (ES)2025.12 | 86.3 | — | |
| PathFoundProtocol=One-Pass (OP)2025.12 | 84.56 | — | |
| Gemini-2.5Protocol=One-Pass (OP)2025.12 | 81.27 | — | |
| InternVL3.5Protocol=One-Pass (OP)2025.12 | 78.99 | — | |
| Qwen3-VLProtocol=One-Pass (OP)2025.12 | 78.08 | — | |
| GPT-5Protocol=One-Pass (OP)2025.12 | 68.9 | — | |
| PathGen-LLaVAProtocol=One-Pass (OP)2025.12 | 52.05 | — | |
| Image + HEXST2026.05 | 48.55 | 0.6743 | |
| Image + PEKA2026.05 | 48.4 | 0.6473 | |
| Image2026.05 | 45.73 | 0.6405 |