Medical Image Classification on OAI (test)
97AUCinterpretable and trustworthy AI framework
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| interpretable and trustworthy AI frameworkCCP=true2026.06 | 97 | — | — | 95 | 94 | 0.91 | |
| interpretable and trustworthy AI frameworkCCP=true2026.06 | 94 | — | — | 93 | 91 | 0.89 | |
| interpretable and trustworthy AI framework2026.06 | 91 | — | — | 84 | 82 | 0.69 | |
| UAV-IPOracle (Ora)=true, No Stopping (NS)=true2025.06 | 88.39 | 71.76 | 8.14 | — | — | — | |
| ResNet2026.06 | 87 | — | — | 80 | 78 | 0.61 | |
| MRNet2026.06 | 86 | — | — | 66 | 88 | 0.36 | |
| ResNet2026.06 | 86 | — | — | 78 | 69 | 0.59 | |
| interpretable and trustworthy AI framework2026.06 | 86 | — | — | 79 | 69 | 0.59 | |
| IUAV-IP2025.06 | 75.14 | 60.17 | 7.15 | — | — | — | |
| V-IPNo Stopping (NS)=true2025.06 | 68.8 | 52.57 | 10 | — | — | — | |
| EUAV-IP2025.06 | 65.87 | 51.33 | 8.16 | — | — | — |