Image Anomaly Detection on MVTec AD Hole
91.7TPRSSD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSDImage Id=000, Patch Index=(2, 2), Dmax=20, sigma=202025.12 | 91.7 | 24.4 | |
| TBSDImage Id=009, Patch Index=(1, 0), Dmax=80, sigma=52025.12 | 89.6 | 1.5 | |
| FFTImage Id=000, Patch Index=(2, 2), Dmax=20, sigma=202025.12 | 87.9 | 9.1 | |
| TBSDAggregation=Five Best Performance2025.12 | 76.1 | 2.4 | |
| TBSDImage Id=003, Patch Index=(3, 0), Dmax=20, sigma=52025.12 | 66.7 | 4.7 | |
| RPCAImage Id=000, Patch Index=(2, 2), Dmax=20, sigma=202025.12 | 65.8 | 24.7 | |
| TBSDImage Id=000, Patch Index=(1, 0), Dmax=40, sigma=202025.12 | 64.9 | 4.5 | |
| FFTAggregation=Five Best Performance2025.12 | 64.6 | 8 | |
| TBSDAggregation=Performance Average2025.12 | 58 | 2.2 | |
| SSDAggregation=Five Best Performance2025.12 | 57.2 | 24.1 | |
| FFTAggregation=Performance Average2025.12 | 45.8 | 8.2 | |
| RPCAAggregation=Five Best Performance2025.12 | 44.2 | 24.1 | |
| RPCAImage Id=000, Patch Index=(1, 0), Dmax=40, sigma=202025.12 | 43 | 24.3 | |
| SSDAggregation=Performance Average2025.12 | 42.9 | 24.2 | |
| RPCAAggregation=Performance Average2025.12 | 33 | 24.6 | |
| RPCAImage Id=009, Patch Index=(1, 0), Dmax=80, sigma=52025.12 | 32.1 | 24.4 | |
| SSDImage Id=000, Patch Index=(1, 0), Dmax=40, sigma=202025.12 | 31.9 | 24.8 | |
| TBSDImage Id=000, Patch Index=(2, 2), Dmax=20, sigma=202025.12 | 24.4 | 0.5 | |
| FFTImage Id=000, Patch Index=(1, 0), Dmax=40, sigma=202025.12 | 24.2 | 9.5 |