Red Blood Cell Classification on Elsafty (leave-one-source-out)
88.5Weighted F1 ScoreRedDino large
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RedDino largeEvaluation Protocol=Linear probing2025.08 | 88.5 | 89.1 | 88.4 | |
| RedDino baseEvaluation Protocol=Linear probing2025.08 | 88.1 | 89.3 | 88.2 | |
| DINOv2 largeEvaluation Protocol=Linear probing2025.08 | 86 | 87.2 | 85.9 | |
| RedDino smallEvaluation Protocol=Linear probing2025.08 | 86 | 87.2 | 86.2 | |
| DinoBloom-LEvaluation Protocol=Linear probing2025.08 | 85.4 | 87.2 | 85.6 | |
| DINOv2 baseEvaluation Protocol=Linear probing2025.08 | 85.4 | 86.8 | 85.4 | |
| DinoBloom-BEvaluation Protocol=Linear probing2025.08 | 84.6 | 85.4 | 84.7 | |
| DinoBloom-SEvaluation Protocol=Linear probing2025.08 | 83.2 | 85.2 | 83.3 | |
| RedDino baseEvaluation Protocol=20-NN2025.08 | 82.6 | 84.8 | 82.9 | |
| DINOv2 smallEvaluation Protocol=Linear probing2025.08 | 82.1 | 83.9 | 82.2 | |
| RedDino largeEvaluation Protocol=20-NN2025.08 | 81.6 | 81.9 | 81.9 | |
| RedDino smallEvaluation Protocol=20-NN2025.08 | 80 | 82.6 | 80.4 | |
| DINOv2 baseEvaluation Protocol=20-NN2025.08 | 79.2 | 78.6 | 79.9 | |
| RedDino baseEvaluation Protocol=1-NN2025.08 | 78.8 | 81.8 | 78.6 | |
| RedDino largeEvaluation Protocol=1-NN2025.08 | 78.5 | 79.7 | 78.4 | |
| ResNet50Evaluation Protocol=Linear probing2025.08 | 77.6 | 80.3 | 77.8 | |
| DINOv2 smallEvaluation Protocol=20-NN2025.08 | 77.2 | 78.5 | 77.9 | |
| DinoBloom-LEvaluation Protocol=20-NN2025.08 | 77 | 79 | 77.9 | |
| RedDino smallEvaluation Protocol=1-NN2025.08 | 76.8 | 79.8 | 76.9 | |
| DinoBloom-SEvaluation Protocol=20-NN2025.08 | 76.5 | 79.6 | 77.1 | |
| DINOv2 largeEvaluation Protocol=20-NN2025.08 | 76.4 | 74.8 | 77.4 | |
| DinoBloom-BEvaluation Protocol=20-NN2025.08 | 76.1 | 78.9 | 76.8 | |
| DINOv2 baseEvaluation Protocol=1-NN2025.08 | 75.5 | 76.2 | 75.6 | |
| DinoBloom-LEvaluation Protocol=1-NN2025.08 | 74.1 | 76.7 | 74.2 | |
| DINOv2 largeEvaluation Protocol=1-NN2025.08 | 73.7 | 73.3 | 73.9 | |
| DINOv2 smallEvaluation Protocol=1-NN2025.08 | 73.5 | 75.6 | 73.5 | |
| DinoBloom-SEvaluation Protocol=1-NN2025.08 | 73.1 | 76.7 | 73.2 | |
| DinoBloom-BEvaluation Protocol=1-NN2025.08 | 72.4 | 75.6 | 72.2 | |
| ResNet50Evaluation Protocol=20-NN2025.08 | 66.2 | 66.9 | 67.5 | |
| ResNet50Evaluation Protocol=1-NN2025.08 | 64.3 | 65.8 | 64.2 |