Medical Classification on ODIR (3-fold cross-validation)
80.61Accuracy (ACC)CMML
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CMMLAvailable Modalities=012026.05 | 80.61 | 92.34 | |
| CMMLAvailable Modalities=0122026.05 | 80.54 | 92.35 | |
| SFusionAvailable Modalities=0122026.05 | 79.97 | 92.12 | |
| SFusionAvailable Modalities=012026.05 | 79.63 | 92.06 | |
| SimMLMAvailable Modalities=0122026.05 | 78 | 90.7 | |
| SimMLMAvailable Modalities=012026.05 | 77.62 | 90.64 | |
| MCMoEAvailable Modalities=012026.05 | 77.58 | 91.02 | |
| MCMoEAvailable Modalities=0122026.05 | 77.4 | 90.9 | |
| RedcoreAvailable Modalities=012026.05 | 76.22 | 88.62 | |
| RedcoreAvailable Modalities=0122026.05 | 75.92 | 88.32 | |
| CMMLAvailable Modalities=122026.05 | 72.43 | 85.13 | |
| CMMLAvailable Modalities=12026.05 | 72.4 | 85.07 | |
| CMMLAvailable Modalities=022026.05 | 71.71 | 84.7 | |
| CMMLAvailable Modalities=02026.05 | 71.34 | 84.59 | |
| SimMLMAvailable Modalities=12026.05 | 71 | 84.5 | |
| SimMLMAvailable Modalities=122026.05 | 71 | 84.58 | |
| SFusionAvailable Modalities=122026.05 | 70.81 | 85.27 | |
| CMMLAvailable Modalities=AVG2026.05 | 70.31 | 82.51 | |
| SFusionAvailable Modalities=022026.05 | 70.28 | 84.48 | |
| SimMLMAvailable Modalities=02026.05 | 70.05 | 84.33 | |
| SimMLMAvailable Modalities=022026.05 | 70.05 | 84.3 | |
| MCMoEAvailable Modalities=12026.05 | 69.97 | 84.62 | |
| SFusionAvailable Modalities=02026.05 | 69.86 | 84.38 | |
| RedcoreAvailable Modalities=122026.05 | 69.82 | 82.19 | |
| SFusionAvailable Modalities=12026.05 | 69.71 | 85.3 | |
| MCMoEAvailable Modalities=02026.05 | 69.33 | 84 | |
| RedcoreAvailable Modalities=12026.05 | 69.29 | 81.81 | |
| MCMoEAvailable Modalities=122026.05 | 68.99 | 84.53 | |
| MCMoEAvailable Modalities=022026.05 | 68.88 | 84.06 | |
| SFusionAvailable Modalities=AVG2026.05 | 68.07 | 82.4 | |
| MCMoEAvailable Modalities=AVG2026.05 | 67.77 | 81.54 | |
| SimMLMAvailable Modalities=AVG2026.05 | 67.31 | 81.99 | |
| RedcoreAvailable Modalities=02026.05 | 66.6 | 81.9 | |
| RedcoreAvailable Modalities=022026.05 | 66.19 | 80.79 | |
| RedcoreAvailable Modalities=AVG2026.05 | 65.92 | 79.11 | |
| ShaSpecAvailable Modalities=0122026.05 | 64.75 | 87.2 | |
| ShaSpecAvailable Modalities=022026.05 | 60.92 | 79.78 | |
| ShaSpecAvailable Modalities=02026.05 | 59.1 | 80.7 | |
| ShaSpecAvailable Modalities=012026.05 | 58.35 | 87.16 | |
| ShaSpecAvailable Modalities=122026.05 | 56.6 | 81.01 | |
| ShaSpecAvailable Modalities=AVG2026.05 | 54.51 | 78.44 | |
| ShaSpecAvailable Modalities=12026.05 | 48.16 | 81.26 | |
| CMMLAvailable Modalities=22026.05 | 43.16 | 53.37 | |
| MCMoEAvailable Modalities=22026.05 | 42.1 | 51.65 | |
| RedcoreAvailable Modalities=22026.05 | 37.41 | 50.14 | |
| SFusionAvailable Modalities=22026.05 | 36.23 | 53.16 | |
| ShaSpecAvailable Modalities=22026.05 | 33.66 | 51.98 | |
| SimMLMAvailable Modalities=22026.05 | 33.43 | 54.9 |