Segmentation on ColonDB
83.2AUROCDIVE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DIVEAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 83.2 | 71.4 | 54.9 | |
| AnomalyCLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 82.1 | 69.7 | 53.4 | |
| DIVEAuxiliary Pre-training=DTD, Evaluation Mode=Zero-shot2026.06 | 81.8 | 68.2 | 56.2 | |
| AdaCLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 80.8 | 21.2 | 36.7 | |
| AF-CLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 80.7 | 66.6 | 51.2 | |
| AA-CLIPAuxiliary Pre-training=DTD, Evaluation Mode=Zero-shot2026.06 | 78.7 | 63.2 | 59.6 | |
| AdaCLIPAuxiliary Pre-training=DTD, Evaluation Mode=Zero-shot2026.06 | 76.3 | 17.3 | 30.1 | |
| AA-CLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 73.4 | 63 | 54.3 | |
| AF-CLIPAuxiliary Pre-training=DTD, Evaluation Mode=Zero-shot2026.06 | 72.7 | 58.8 | 44.4 | |
| AnomalyCLIPAuxiliary Pre-training=DTD, Evaluation Mode=Zero-shot2026.06 | 62.9 | 26.2 | 15.5 | |
| TPSAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 60.1 | 25.5 | 28.1 | |
| TPSAuxiliary Pre-training=DTD, Evaluation Mode=Zero-shot2026.06 | 57.8 | 18.6 | 26.2 |