Image Classification on DDR
98.86AccuracySAFE
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SAFEK=35, tau=0.702026.03 | 98.86 | 92.09 | 98.93 | 99.86 | 99.39 | 0.14 | 97.68 | 84.31 | 90.51 | 13.1 | 97.79 | |
| PEN + KNN2026.03 | 97.94 | 87.95 | 98.08 | 99.73 | 98.9 | 0.27 | 95.79 | 76.18 | 84.86 | 23.82 | 100 | |
| LCL2026.03 | 97.79 | 88.75 | 98.23 | 99.41 | 98.81 | 0.59 | 91.52 | 78.09 | 84.27 | 21.91 | 100 | |
| ResNet182026.03 | 95.64 | 92.15 | 98.99 | 96.27 | 97.61 | 3.73 | 65.88 | 88.03 | 75.36 | 11.97 | 100 | |
| PLT2026.03 | 73.57 | 65.02 | 93.93 | 75.62 | 83.79 | 24.38 | 19.32 | 54.41 | 28.52 | 45.59 | 100 | |
| DeepCluster2026.03 | 65.9 | 44.56 | 91.35 | 69.71 | 79.08 | 30.29 | 4.99 | 19.41 | 7.94 | 80.59 | 100 |