Expert Triplet Agreement on Chronic Wound Expert Triplet Dataset (test)
73.5Balanced Anchor AgreementTriDerm
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TriDermModality=FUSED, Variant=uncertainty2026.03 | 73.5 | 72.3 | 72.3 | 44.6 | |
| TriDermModality=FUSED, Variant=similarity2026.03 | 72.5 | 72.1 | 72.1 | 44.2 | |
| TriDermModality=VISION, Variant=Vision only2026.03 | 71.6 | 70.2 | 70.1 | 40.3 | |
| DermLiPModality=VISION2026.03 | 67.9 | 63.1 | 62.9 | 25.8 | |
| TriDermModality=TEXT, Variant=Text only2026.03 | 67.4 | 66.1 | 66.1 | 32.1 | |
| DINOv3Modality=VISION2026.03 | 66.9 | 67.2 | 67.1 | 35 | |
| RoBERTaModality=TEXT2026.03 | 63.7 | 63.3 | 63.1 | 26.2 | |
| PubMedBERTModality=TEXT2026.03 | 61.7 | 61.4 | 61.4 | 23 | |
| MedGemma-27B meanModality=TEXT2026.03 | 61.3 | 61.8 | 61.5 | 23.1 | |
| gpt-oss-120b meanModality=TEXT2026.03 | 58.9 | 58.2 | 58 | 16 | |
| PanDermModality=VISION2026.03 | 58.4 | 58 | 58 | 16.3 | |
| SAMModality=VISION2026.03 | 57.4 | 56.7 | 56.6 | 13.8 | |
| MiniLMModality=TEXT2026.03 | 56.9 | 58 | 57.7 | 15.5 | |
| SigLIPModality=VISION2026.03 | 56.3 | 58 | 57.9 | 16.5 | |
| MedGemma-27BModality=VISION2026.03 | 50.3 | 52.4 | 52.2 | 4.4 |