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ResearchFormerly WizWand

Red Blood Cell Classification on Elsafty (leave-one-source-out)

88.5Weighted F1 ScoreRedDino large
63.33269.86676.482.934Aug 11, 2025
Updated 8mo ago

Evaluation results

MethodLinks
RedDino largeEvaluation Protocol=Linear probing2025.0888.589.188.4
RedDino baseEvaluation Protocol=Linear probing2025.0888.189.388.2
DINOv2 largeEvaluation Protocol=Linear probing2025.088687.285.9
RedDino smallEvaluation Protocol=Linear probing2025.088687.286.2
DinoBloom-LEvaluation Protocol=Linear probing2025.0885.487.285.6
DINOv2 baseEvaluation Protocol=Linear probing2025.0885.486.885.4
DinoBloom-BEvaluation Protocol=Linear probing2025.0884.685.484.7
DinoBloom-SEvaluation Protocol=Linear probing2025.0883.285.283.3
RedDino baseEvaluation Protocol=20-NN2025.0882.684.882.9
DINOv2 smallEvaluation Protocol=Linear probing2025.0882.183.982.2
RedDino largeEvaluation Protocol=20-NN2025.0881.681.981.9
RedDino smallEvaluation Protocol=20-NN2025.088082.680.4
DINOv2 baseEvaluation Protocol=20-NN2025.0879.278.679.9
RedDino baseEvaluation Protocol=1-NN2025.0878.881.878.6
RedDino largeEvaluation Protocol=1-NN2025.0878.579.778.4
ResNet50Evaluation Protocol=Linear probing2025.0877.680.377.8
DINOv2 smallEvaluation Protocol=20-NN2025.0877.278.577.9
DinoBloom-LEvaluation Protocol=20-NN2025.08777977.9
RedDino smallEvaluation Protocol=1-NN2025.0876.879.876.9
DinoBloom-SEvaluation Protocol=20-NN2025.0876.579.677.1
DINOv2 largeEvaluation Protocol=20-NN2025.0876.474.877.4
DinoBloom-BEvaluation Protocol=20-NN2025.0876.178.976.8
DINOv2 baseEvaluation Protocol=1-NN2025.0875.576.275.6
DinoBloom-LEvaluation Protocol=1-NN2025.0874.176.774.2
DINOv2 largeEvaluation Protocol=1-NN2025.0873.773.373.9
DINOv2 smallEvaluation Protocol=1-NN2025.0873.575.673.5
DinoBloom-SEvaluation Protocol=1-NN2025.0873.176.773.2
DinoBloom-BEvaluation Protocol=1-NN2025.0872.475.672.2
ResNet50Evaluation Protocol=20-NN2025.0866.266.967.5
ResNet50Evaluation Protocol=1-NN2025.0864.365.864.2