Anomaly Understanding on Anomaly-56K (test)
96.34Localization AccuracyIAD-Unify (oracle)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IAD-Unify (oracle)Region evidence source=oracle, Backbone=Qwen3.5-4B, Parameter count=4B2026.04 | 96.34 | 65.37 | |
| IAD-Unify (predicted)Region evidence source=predicted, Backbone=Qwen3.5-4B, Parameter count=4B2026.04 | 93.28 | 62.84 | |
| Qwen3.5-4B (no region input)Region evidence source=none, Backbone=Qwen3.5-4B, Parameter count=4B2026.04 | 73.83 | 44.62 | |
| Show-o2-7BBackbone=Show-o2-7B, Parameter count=7B2026.04 | 44.83 | 10.38 | |
| Janus-Pro-7BBackbone=Janus-Pro-7B, Parameter count=7B2026.04 | 40.2 | 29.07 |