Wound Classification on Wound-dataset 1.0
91.72Overall AccuracyALARM
Evaluation results
| Method | Links | |
|---|---|---|
| ALARM2025.12 | 91.72 | |
| Reasoning ChainUncertainty Quantification=LAC2025.12 | 89.6 | |
| Reasoning ChainUncertainty Quantification=Random Drop2025.12 | 88.53 | |
| Reasoning ChainUncertainty Quantification=ICL-EU2025.12 | 88.1 | |
| Reasoning ChainUncertainty Quantification=ICL-AU2025.12 | 86.67 | |
| Reasoning ChainUncertainty Quantification=APS2025.12 | 84.4 | |
| Reasoning ChainUncertainty Quantification=none2025.12 | 79.72 | |
| Few Shot2025.12 | 79.49 | |
| In-Context Learning2025.12 | 79.48 | |
| Chain-of-Thought2025.12 | 79.44 | |
| Zero Shot2025.12 | 75.5 |