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Benchmarks
Defect Classification on SemiFA-930 (val)
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90
Accuracy
DINOv2 + MLP
17.928
36.639
55.35
74.061
Apr 14, 2026
Accuracy
Macro F1
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1
DINOv2 + MLP
Trainable Params=214K
2026.04
90
89.8
ResNet-50
Evaluation Protocol=e2...
2026.04
82.9
83.9
CLIP ViT-B/32
Evaluation Protocol=ze...
2026.04
20.7
17.3
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