Image Classification on ISIC 2018 (Accuracy, Balanced Accuracy)
79.37AccuracyBlack-box
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Black-box2026.03 | 79.37 | 75.37 | |
| M-CBMSparsity=NCC=avg2026.03 | 75.51 | 71.54 | |
| M-CBMSparsity=NCC=52026.03 | 72.75 | 70.14 | |
| VLG-CBMCASparsity=NCC=avg2026.03 | 72.61 | 70.8 | |
| LF-CBMSparsity=NCC=avg2026.03 | 67.55 | 67.3 | |
| VLG-CBMCASparsity=NCC=52026.03 | 64.55 | 64.63 | |
| LF-CBMSparsity=NCC=52026.03 | 61.44 | 64.29 | |
| DN-CBMViTSparsity=NCC=avg2026.03 | 56.08 | 53.56 | |
| DN-CBMRNSparsity=NCC=avg2026.03 | 54.61 | 52.85 | |
| DN-CBMViTSparsity=NCC=52026.03 | 43.92 | 42.47 | |
| DN-CBMRNSparsity=NCC=52026.03 | 35.38 | 39.85 |