Medical Image Classification on ODIR-5k
69.6AccuracyFairQuantize
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FairQuantizeBackbone=Swin-T2026.01 | 69.6 | 68 | 57.6 | 59.8 | |
| HyperAdaptBackbone=Swin-T2026.01 | 69 | 67.9 | 64.1 | 65.6 | |
| GroupAdaptBackbone=Swin-T2026.01 | 68.7 | 67.7 | 61.8 | 63 | |
| GroupModelBackbone=Swin-T2026.01 | 68.6 | 66.8 | 61.9 | 59.9 | |
| DAFTBackbone=Swin-T2026.01 | 68.5 | 67.6 | 61 | 62.8 | |
| HEALBackbone=Swin-T2026.01 | 68 | 67 | 62.6 | 63.2 | |
| VanillaBackbone=Swin-T2026.01 | 67.6 | 65.9 | 61.9 | 61.4 | |
| GroupModelBackbone=ResNet-502026.01 | 67.2 | 66.2 | 57.3 | 58.6 | |
| FairAdaBNBackbone=ResNet-502026.01 | 66.9 | 64.6 | 56.7 | 57.9 | |
| HyperAdaptBackbone=ResNet-502026.01 | 66.9 | 66.1 | 59.8 | 61.3 | |
| GroupAdaptBackbone=ResNet-502026.01 | 66.7 | 65.6 | 57.9 | 59.5 | |
| DAFTBackbone=ResNet-502026.01 | 66.3 | 64.8 | 58.5 | 59.8 | |
| FairQuantizeBackbone=ResNet-502026.01 | 66.2 | 66.5 | 56.2 | 58 | |
| HEALBackbone=ResNet-502026.01 | 66.2 | 65.6 | 58.4 | 60.1 | |
| FairAdaBNBackbone=Swin-T2026.01 | 65.5 | 64.1 | 61.8 | 61.6 | |
| VanillaBackbone=ResNet-502026.01 | 65 | 64.2 | 55.6 | 57.6 |