RBC classification on Chula (five-fold cross-validation)
84.3Weighted F1 (%)RedDino small
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RedDino smallProtocol=Linear probing, Validation=five-fold cross-validation2025.08 | 84.3 | 78.5 | 84.4 | |
| RedDino largeProtocol=Linear probing, Validation=five-fold cross-validation2025.08 | 83.9 | 79 | 85 | |
| RedDino baseProtocol=Linear probing, Validation=five-fold cross-validation2025.08 | 83.8 | 78.6 | 83.8 | |
| DINOv2 largeProtocol=Linear probing, Validation=five-fold cross-validation2025.08 | 81.5 | 74.8 | 81.3 | |
| DinoBloom-SProtocol=Linear probing, Validation=five-fold cross-validation2025.08 | 81.4 | 76 | 81.4 | |
| DINOv2 smallProtocol=Linear probing, Validation=five-fold cross-validation2025.08 | 81 | 73.9 | 81.1 | |
| DINOv2 baseProtocol=Linear probing, Validation=five-fold cross-validation2025.08 | 80.1 | 73.6 | 80.1 | |
| DinoBloom-LProtocol=Linear probing, Validation=five-fold cross-validation2025.08 | 80 | 75 | 80.2 | |
| DinoBloom-BProtocol=Linear probing, Validation=five-fold cross-validation2025.08 | 79 | 74.3 | 78.9 | |
| ResNet50Protocol=Linear probing, Validation=five-fold cross-validation2025.08 | 76.9 | 70.7 | 76.9 |