Anomaly Detection on MVTec-AD (Accuracy)
96AccuracyOmniAD
Evaluation results
| Method | Links | |
|---|---|---|
| OmniADTraining Strategy=GRPO & Fine-tuning based, Backbone=Qwen2.5-VL-7B2026.02 | 96 | |
| EAGLETraining Strategy=Tuning-free, Backbone=InternVL32026.02 | 93.4 | |
| EchoTraining Strategy=Tuning-free2026.02 | 89.7 | |
| MyriadTraining Strategy=Fine-tuning based2026.02 | 87.4 | |
| AnomalyGPTTraining Strategy=Fine-tuning based2026.02 | 86.1 | |
| LR-IADTraining Strategy=GRPO & Fine-tuning based2026.02 | 84.4 | |
| Qwen3-VL-32BParameters=32B2026.03 | 67 | |
| OddGrid-GRPO2026.03 | 49 | |
| GRPO2026.03 | 47 | |
| Qwen3-VL-2BParameters=2B, Baseline=true2026.03 | 20 |