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Benchmarks
Cardiac Segmentation on EchoNet-Dynamic (test)
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100
Dice Score
GT-mask EF proxy ceiling
67.136
75.668
84.2
92.732
Jun 22, 2026
Dice Score
IoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice Score
IoU
GT-mask EF proxy ceiling
Backbone=N/A, Trainabl...
2026.06
100
100
Supervised U-Net
Backbone=CNN U-Net, Tr...
2026.06
91.5
84.8
Partial FT DINOv3 + decoder (last 2 blocks + norm)
Backbone=DINOv3 ViT, T...
2026.06
91.1
84.1
Partial FT DINOv3 + decoder (last block + norm)
Backbone=DINOv3 ViT, T...
2026.06
91
84
DINOv3 + decoder
Backbone=DINOv3 ViT, T...
2026.06
90.6
83.4
Partial FT BYOS + decoder (adapt only)
Backbone=BYOS SSL, Tra...
2026.06
90.6
83.3
Partial FT BYOS + decoder (adapt + dec3)
Backbone=BYOS SSL, Tra...
2026.06
90.6
83.3
BYOS + decoder
Backbone=BYOS SSL, Tra...
2026.06
90.2
82.7
DINOv3 + linear probe
Backbone=DINOv3 ViT, T...
2026.06
85.3
75.2
BYOS + linear probe
Backbone=BYOS SSL, Tra...
2026.06
83.8
73
BYOS heuristic
Backbone=BYOS SSL, Tra...
2026.06
68.7
55.8
DINOv3 heuristic
Backbone=DINOv3 ViT, T...
2026.06
68.4
53.7
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