Defect Classification on MVTec-AD
98.3AccuracyDiffuseDefect
Evaluation results
| Method | Links | |
|---|---|---|
| DiffuseDefect# Defect Types=902025.12 | 98.3 | |
| Qwen2-VL (+Echo)Scale=7B2025.01 | 93.2 | |
| Qwen2-VLScale=7B2025.01 | 92.28 | |
| LLaVA-One VisionScale=7B2025.01 | 91.29 | |
| MiniCPM-V2.6Scale=8B2025.01 | 90.04 | |
| Qwen2-VLScale=2B2025.01 | 88.63 | |
| InternVL2Scale=4B2025.01 | 87.39 | |
| LLaVA-NeXTScale=7B2025.01 | 87.14 | |
| InternVL2Scale=8B2025.01 | 85.73 | |
| LLaVA-One VisionScale=7B2025.01 | 79.59 | |
| Qwen2-VL (+Echo)Scale=7B2025.01 | 72.86 | |
| Qwen2-VLScale=7B2025.01 | 68.46 | |
| MiniCPM-V2.6Scale=8B2025.01 | 64.07 | |
| Qwen2-VLScale=2B2025.01 | 60.08 | |
| InternVL2Scale=8B2025.01 | 51.04 | |
| LLaVA-NeXTScale=7B2025.01 | 45.23 | |
| InternVL2Scale=4B2025.01 | 44.81 | |
| Random Chance2025.01 | 25 | |
| Random Chance2025.01 | 25 |