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Benchmarks
Anomaly Segmentation on CVC-ClinicDB
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87.3
AUROC
MRAD-CLIP
32.7
46.875
61.05
75.225
Oct 29, 2023
Mar 14, 2024
Jul 30, 2024
Dec 14, 2024
May 1, 2025
Sep 15, 2025
Jan 31, 2026
AUROC
PRO
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
PRO
MRAD-CLIP
Training setting=Train...
2026.01
87.3
73.9
AnomalyCLIP
Training setting=Train...
2026.01
85.9
69.6
MRAD-FT
Training setting=Train...
2026.01
85.9
72.2
FAPrompt
Training setting=Train...
2026.01
84.7
68.1
AdaCLIP
Training setting=Train...
2026.01
84.3
14.6
AnomalyCLIP
C=1, Tuned on MVTec AD...
2023.10
82.9
67.8
MRAD-TF
Training setting=Train...
2026.01
81.6
59
VAND
C=1, Tuned on MVTec AD...
2023.10
80.5
60.7
WinCLIP
Training setting=Train...
2026.01
70.7
32.5
WinCLIP
C=1, Zero-shot=true
2023.10
51.2
13.8
CLIP-AC
C=1, Zero-shot=true
2023.10
48.5
12.6
CLIP
C=1, Zero-shot=true
2023.10
47.5
18.9
CoOp
C=1, Tuned on MVTec AD...
2023.10
34.8
2.4
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