Pixel-level Anomaly Localization on MVTec (test)
80.2AUROCAnomalyGPT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AnomalyGPTParam.=7B, Anno.=T+I+P2026.03 | 80.2 | 96.4 | |
| Qwen2.5-VL+CGRO*Param.=7B, Anno.=I, ReAL=true2026.03 | 75.6 | 92.2 | |
| Qwen2.5-VL+R1*Param.=7B, Anno.=I, ReAL=true2026.03 | 73.6 | 90.9 | |
| Qwen2.5-VL+CGRO*Param.=3B, Anno.=I, ReAL=true2026.03 | 70.6 | 81.5 | |
| Qwen2.5-VL+R1*Param.=3B, Anno.=I, ReAL=true2026.03 | 67.1 | 56.7 | |
| EIADParam.=7B, Anno.=T+I2026.03 | 63.4 | 83.5 | |
| Qwen2.5-VL*Param.=7B, Anno.=/, ReAL=true2026.03 | 57.5 | 73.8 | |
| Qwen2.5-VL*Param.=3B, Anno.=/, ReAL=true2026.03 | 53.4 | 46.5 |