Medical Classification on Derm7pt
84.69AccuracyCMML
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CMMLAvailable Modalities=0122026.05 | 84.69 | 91.61 | |
| CMMLAvailable Modalities=122026.05 | 84.58 | 91.22 | |
| SFusionAvailable Modalities=0122026.05 | 84.06 | 91.04 | |
| SFusionAvailable Modalities=122026.05 | 83.54 | 91 | |
| CMMLAvailable Modalities=12026.05 | 82.81 | 87.95 | |
| SFusionAvailable Modalities=012026.05 | 82.71 | 86.43 | |
| MCMoEAvailable Modalities=0122026.05 | 82.5 | 90.89 | |
| CMMLAvailable Modalities=012026.05 | 82.5 | 89.42 | |
| ShaSpecAvailable Modalities=0122026.05 | 81.88 | 91.12 | |
| MCMoEAvailable Modalities=122026.05 | 81.87 | 90.95 | |
| SFusionAvailable Modalities=12026.05 | 81.14 | 84.94 | |
| CMMLAvailable Modalities=AVG2026.05 | 80.57 | 87.49 | |
| ShaSpecAvailable Modalities=122026.05 | 79.9 | 90.99 | |
| CMMLAvailable Modalities=022026.05 | 79.9 | 87.41 | |
| SimMLMAvailable Modalities=0122026.05 | 79.79 | 86.91 | |
| SFusionAvailable Modalities=AVG2026.05 | 78.9 | 85.81 | |
| MCMoEAvailable Modalities=012026.05 | 78.85 | 85.23 | |
| MCMoEAvailable Modalities=022026.05 | 78.34 | 88.83 | |
| MCMoEAvailable Modalities=AVG2026.05 | 78.27 | 86.23 | |
| SimMLMAvailable Modalities=012026.05 | 78.13 | 86.56 | |
| SimMLMAvailable Modalities=022026.05 | 77.61 | 80.53 | |
| SimMLMAvailable Modalities=02026.05 | 77.5 | 80.21 | |
| MCMoEAvailable Modalities=12026.05 | 77.5 | 83.58 | |
| ShaSpecAvailable Modalities=012026.05 | 77.4 | 83.23 | |
| RedcoreAvailable Modalities=12026.05 | 76.88 | 84.54 | |
| RedcoreAvailable Modalities=012026.05 | 76.77 | 82.87 | |
| MCMoEAvailable Modalities=22026.05 | 76.35 | 87.5 | |
| RedcoreAvailable Modalities=0122026.05 | 76.04 | 88.81 | |
| ShaSpecAvailable Modalities=022026.05 | 75.73 | 89.47 | |
| CMMLAvailable Modalities=02026.05 | 75.73 | 81.68 | |
| ShaSpecAvailable Modalities=AVG2026.05 | 75.67 | 85.32 | |
| SFusionAvailable Modalities=022026.05 | 75.63 | 86.64 | |
| SimMLMAvailable Modalities=AVG2026.05 | 74.58 | 84.11 | |
| SFusionAvailable Modalities=02026.05 | 74.06 | 78.43 | |
| RedcoreAvailable Modalities=122026.05 | 74.06 | 89.14 | |
| CMMLAvailable Modalities=22026.05 | 73.75 | 83.17 | |
| SimMLMAvailable Modalities=122026.05 | 72.71 | 87.04 | |
| MCMoEAvailable Modalities=02026.05 | 72.5 | 76.64 | |
| SimMLMAvailable Modalities=12026.05 | 72.29 | 86.83 | |
| ShaSpecAvailable Modalities=22026.05 | 72.08 | 89.05 | |
| RedcoreAvailable Modalities=AVG2026.05 | 72.02 | 80.25 | |
| ShaSpecAvailable Modalities=12026.05 | 71.46 | 80.46 | |
| ShaSpecAvailable Modalities=02026.05 | 71.25 | 72.94 | |
| SFusionAvailable Modalities=22026.05 | 71.15 | 82.22 | |
| RedcoreAvailable Modalities=022026.05 | 68.85 | 80.3 | |
| RedcoreAvailable Modalities=22026.05 | 68.54 | 79.94 | |
| SimMLMAvailable Modalities=22026.05 | 64.06 | 80.72 | |
| RedcoreAvailable Modalities=02026.05 | 63.02 | 56.18 |