Image Classification on IDRiD
97.39AccuracySAFE
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SAFEK=25, tau=0.702026.03 | 97.39 | 86.37 | 97.67 | 99.54 | 98.59 | 0.45 | 93.35 | 73.2 | 82.05 | 21.58 | 95.68 | |
| PEN + KNN2026.03 | 95.93 | 82.66 | 96.47 | 99.12 | 97.78 | 0.88 | 88.94 | 66.2 | 75.9 | 33.8 | 100 | |
| LCL2026.03 | 95.77 | 86.32 | 97.3 | 98.05 | 97.67 | 1.95 | 80.39 | 74.6 | 77.39 | 25.4 | 100 | |
| ResNet182026.03 | 95.54 | 85.47 | 97.13 | 97.96 | 97.54 | 2.04 | 79.34 | 72.98 | 76.03 | 27.02 | 100 | |
| PLT2026.03 | 71.41 | 63.2 | 93.57 | 73.38 | 82.26 | 26.62 | 17.61 | 53.01 | 26.43 | 46.99 | 100 | |
| DeepCluster2026.03 | 36 | 48.14 | 89.34 | 33.09 | 48.29 | 66.91 | 9.2 | 63.19 | 16.06 | 36.81 | 100 |