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White Blood Cell classification on BMC (test)

85.7wF1

DinoBloom-S

Updated 4d ago

Evaluation Results

Method	Links
DinoBloom-S 2024.04		85.7	85.9	71.4
DinoBloom-B 2024.04		85.5	85.6	70.7
DinoBloom-L 2024.04		84.9	85	64.4
DinoBloom-G 2024.04		84.9	85	69.3
DinoBloom-S 2024.04		84.2	84.8	55.6
DinoBloom-G 2024.04		83.8	84.2	56.2
DinoBloom-B 2024.04		83.7	84.1	57.1
DinoBloom-L 2024.04		83.6	84	56.3
DinoBloom-G 2024.04		80	79.9	59.4
DinoBloom-B 2024.04		79.6	79.5	65.8
DinoBloom-L 2024.04		78.8	78.8	57.7
DinoBloom-S 2024.04		78.4	78.3	62
ResNet 50 trunc 2024.04		74.5	75	49.8
CTransPath 2024.04		74.1	74.9	52.2
DINOv2 ViT-G 2024.04		73.5	74	52.1
Phikon ViT-B 2024.04		73.2	73.8	54.4
DINOv2 ViT-L 2024.04		71	71.6	47.8
DINOv2 ViT-B 2024.04		70.8	71.5	48.5
DINOv2 ViT-S 2024.04		68.1	69	44.9
ResNet 50 2024.04		64.1	65.2	39.6
CTransPath 2024.04		58.5	60.3	36.1
ResNet 50 trunc 2024.04		57.5	59.8	33
Phikon ViT-B 2024.04		57.1	59	35.5
DINOv2 ViT-S 2024.04		52.4	55.6	26.5
DINOv2 ViT-G 2024.04		50.4	53.7	24.4
DINOv2 ViT-B 2024.04		49.3	55.6	24.1
CTransPath 2024.04		49.1	48.7	42
DINOv2 ViT-L 2024.04		48.9	52.2	24
Phikon ViT-B 2024.04		47.5	47.2	40.8
ResNet 50 2024.04		47.4	50	23
ResNet 50 trunc 2024.04		46.7	46.4	31.2
DINOv2 ViT-S 2024.04		43.2	43.2	25
DINOv2 ViT-G 2024.04		41	41	22.6
DINOv2 ViT-B 2024.04		39.8	39.6	23.9
DINOv2 ViT-L 2024.04		39.4	39.2	24.5
ResNet 50 2024.04		37.6	37.3	21.1