Defect Localization on MVTec-AD
78.12AccuracyLLaVA-One Vision
Evaluation results
| Method | Links | |
|---|---|---|
| LLaVA-One VisionScale=7B2025.01 | 78.12 | |
| Qwen2-VLScale=7B2025.01 | 76.11 | |
| Qwen2-VL (+Echo)Scale=7B2025.01 | 76.11 | |
| MiniCPM-V2.6Scale=8B2025.01 | 68.65 | |
| InternVL2Scale=4B2025.01 | 66.97 | |
| Qwen2-VLScale=2B2025.01 | 65.46 | |
| LLaVA-NeXTScale=7B2025.01 | 64.96 | |
| InternVL2Scale=8B2025.01 | 59.18 | |
| Random Chance2025.01 | 25 |