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Image-level WBC classification on Acevedo

91.8wF1

DinoBloom-G

Updated 4d ago

Evaluation Results

Method	Links
DinoBloom-G 2024.04		91.8	86.6
DinoBloom-G 2024.04		91.4	86.4
DinoBloom-L 2024.04		91.3	86.1
DinoBloom-L 2024.04		91.2	86
DinoBloom-B 2024.04		90.7	85.5
DinoBloom-B 2024.04		90.5	85.4
DINOv2 ViT-G 2024.04		90.1	84.5
DinoBloom-S 2024.04		90.1	84.5
DinoBloom-S 2024.04		90	84.5
DINOv2 ViT-L 2024.04		89.1	83.5
DinoBloom-G 2024.04		89.1	83.5
DinoBloom-L 2024.04		88.9	83.2
Phikon ViT-B 2024.04		88.2	82.7
CTransPath 2024.04		88	82.5
DINOv2 ViT-B 2024.04		87.8	81.8
DINOv2 ViT-S 2024.04		87.7	82
ResNet 50 trunc 2024.04		87.5	81.6
DinoBloom-B 2024.04		87.4	81.9
DinoBloom-S 2024.04		86.4	80.5
Phikon ViT-B 2024.04		85.1	78.7
Phikon ViT-B 2024.04		83.3	76.5
CTransPath 2024.04		83.1	76.8
DINOv2 ViT-G 2024.04		81.9	74.2
ResNet 50 2024.04		81.3	75.4
CTransPath 2024.04		80.8	73.9
DINOv2 ViT-S 2024.04		78.5	70.8
DINOv2 ViT-L 2024.04		77.8	72.4
DINOv2 ViT-G 2024.04		77.8	70.4
DINOv2 ViT-B 2024.04		77.3	69.9
ResNet 50 trunc 2024.04		74	67.8
DINOv2 ViT-S 2024.04		72.9	65.6
DINOv2 ViT-L 2024.04		72.2	64.9
DINOv2 ViT-B 2024.04		71.9	64.8
ResNet 50 trunc 2024.04		68.5	62.4
ResNet 50 2024.04		65.6	58.7
ResNet 50 2024.04		58.8	52.6