Defect Classification on VisA
97.7AccuracyDiffuseDefect
Evaluation results
| Method | Links | |
|---|---|---|
| DiffuseDefect# Defect Types=1372025.12 | 97.7 | |
| Qwen2-VL (+Echo)Scale=7B2025.01 | 79.11 | |
| Qwen2-VLScale=7B2025.01 | 77.82 | |
| LLaVA-One VisionScale=7B2025.01 | 75.92 | |
| InternVL2Scale=8B2025.01 | 75.24 | |
| InternVL2Scale=4B2025.01 | 70.25 | |
| LLaVA-NeXTScale=7B2025.01 | 68.87 | |
| Qwen2-VLScale=2B2025.01 | 68.53 | |
| MiniCPM-V2.6Scale=8B2025.01 | 68.44 | |
| Qwen2-VL (+Echo)Scale=7B2025.01 | 62.35 | |
| Qwen2-VLScale=7B2025.01 | 57.06 | |
| LLaVA-One VisionScale=7B2025.01 | 52.44 | |
| MiniCPM-V2.6Scale=8B2025.01 | 50.67 | |
| LLaVA-NeXTScale=7B2025.01 | 40.08 | |
| Qwen2-VLScale=2B2025.01 | 37.31 | |
| InternVL2Scale=8B2025.01 | 35.04 | |
| Random Chance2025.01 | 25 | |
| Random Chance2025.01 | 25 | |
| InternVL2Scale=4B2025.01 | 20.17 |