InTra

Reported on 5 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology5 results

Anomaly DetectiononAeBAD-V
Detection AUROC· 2021-04-28
54.1
best: 78.2 (MMR)
SOTA
Inpainting Transformer for Anomaly Detection arXiv:2104.13897
Anomaly DetectiononAeBAD-S
Detection AUROC· 2021-04-28
44.2
best: 87.1 (MSFR)
SOTA
Inpainting Transformer for Anomaly Detection arXiv:2104.13897
Anomaly DetectiononAeBAD-S
Segmentation AUPRO· 2021-04-28
74.7
best: 90.4 (MSFR)
SOTA
Inpainting Transformer for Anomaly Detection arXiv:2104.13897
Anomaly DetectiononMVTec AD
Detection AUROC· uses extra data· 2021-04-28
95
best: 99.9 (GLASS)
Inpainting Transformer for Anomaly Detection arXiv:2104.13897
Anomaly DetectiononMVTec AD
Segmentation AUROC· uses extra data· 2021-04-28
96.6
best: 99.7 (WeakREST-Block)
Inpainting Transformer for Anomaly Detection arXiv:2104.13897