Medical Image Classification on OrganCMNIST
99.8AUCMO-MAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MO-MAE2026.05 | 99.8 | 93.9 | |
| AMIMV-SSLBackbone=ResNet-50, Initialization=random, Training Protocol=self-supervised2026.04 | 99.4 | — | |
| ResNet-182026.05 | 99.4 | 92 | |
| MedVIT-L2026.05 | 99.4 | 92.2 | |
| NNCLRBackbone=ResNet-50, Initialization=random, Training Protocol=self-supervised2026.04 | 99.31 | — | |
| ReSSLBackbone=ResNet-50, Initialization=random, Training Protocol=self-supervised2026.04 | 99.3 | — | |
| ResNet-502026.05 | 99.3 | 91.1 | |
| MedVIT-S2026.05 | 99.3 | 91.6 | |
| SimCLRBackbone=ResNet-50, Initialization=random, Training Protocol=self-supervised2026.04 | 99.29 | — | |
| MedVIT-T2026.05 | 99.1 | 90.1 | |
| AutoKeras2026.05 | 99 | 87.9 | |
| Barlow TwinsBackbone=ResNet-50, Initialization=random, Training Protocol=self-supervised2026.04 | 98.9 | — | |
| Google AutoML2026.05 | 98.8 | 87.7 | |
| BYOLBackbone=ResNet-50, Initialization=random, Training Protocol=self-supervised2026.04 | 98.71 | — | |
| VICRegBackbone=ResNet-50, Initialization=random, Training Protocol=self-supervised2026.04 | 98.67 | — | |
| MoCoV3Backbone=ResNet-50, Initialization=random, Training Protocol=self-supervised2026.04 | 98.51 | — | |
| DINOBackbone=ResNet-50, Initialization=random, Training Protocol=self-supervised2026.04 | 98.35 | — | |
| Auto-sklearn2026.05 | 97.6 | 82.9 |