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Benchmarks
Referring Industrial Anomaly Segmentation on Mvrec-Ref (val)
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67.59
mIoU
DQFormer
37.3364
45.1907
53.045
60.8993
Feb 3, 2026
mIoU
gIoU
T-Accuracy
N-Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
gIoU
T-Accuracy
N-Accuracy
DQFormer
Visual=Swin-B
2026.02
67.59
73.73
99.56
98.67
CGFormer
Visual=Swin-B
2026.02
64.51
70.31
99.48
97.09
ReLA
Visual=Swin-B
2026.02
63.04
69.86
98.45
98.56
ADSA
Visual=CLIP-ViTB
2026.02
58.32
69.09
98.35
99.57
LAVT
Visual=Swin-B
2026.02
57.93
68.7
98.13
98.28
BKINet
Visual=CLIP-R101
2026.02
47.43
54.16
86.34
99.52
CRIS
Visual=CLIP-R101
2026.02
47.34
61.48
98.41
90.23
ETRIS
Visual=CLIP-ViTB
2026.02
38.5
54.59
95.46
98.24
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