Defect Localization on VisA (Accuracy %)
99.3AccuracyUniAD
Evaluation results
| Method | Links | |
|---|---|---|
| UniAD2026.04 | 99.3 | |
| BGAD2026.04 | 99 | |
| RD4AD2026.04 | 98.9 | |
| DRAEM2026.04 | 98.9 | |
| CDO2026.04 | 98.7 | |
| RD++2026.04 | 98.4 | |
| FPFNet2026.04 | 98.1 | |
| DeSTSeg2026.04 | 95.9 | |
| ReContrast2026.04 | 94.7 | |
| DSR2026.04 | 72.6 | |
| Qwen2-VLScale=7B2025.01 | 63.41 | |
| Qwen2-VL (+Echo)Scale=7B2025.01 | 63.41 | |
| LLaVA-One VisionScale=7B2025.01 | 60.4 | |
| LLaVA-NeXTScale=7B2025.01 | 58.9 | |
| Qwen2-VLScale=2B2025.01 | 58.15 | |
| MiniCPM-V2.6Scale=8B2025.01 | 57.73 | |
| InternVL2Scale=8B2025.01 | 55.81 | |
| InternVL2Scale=4B2025.01 | 53.71 | |
| Random Chance2025.01 | 25 |