Industrial Anomaly Detection on M3-AD Texture
91.2AccuracyQWEN-3-VL-INSTRUCT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Parameters=4B2026.02 | 91.2 | 91.1 | |
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Parameters=8B2026.02 | 88.3 | 88.2 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=32B2026.02 | 87.4 | 87.3 | |
| IAD-R1Category=OPEN-SOURCE, Parameters=7B2026.02 | 87 | 87 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Parameters=8B2026.02 | 86 | 86 | |
| IAD-R1Category=OPEN-SOURCE, Parameters=3B2026.02 | 85.6 | 85.5 | |
| GPT-5.1-MINICategory=COMMERCIAL, Parameters=/2026.02 | 83.9 | 84.2 | |
| GPT-5.1-NANOCategory=COMMERCIAL, Parameters=/2026.02 | 83.3 | 83.2 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=4B2026.02 | 83.1 | 83.1 | |
| GEMINI-2.5-FLASH-LITECategory=COMMERCIAL, Parameters=/2026.02 | 81.1 | 81.5 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=72B2026.02 | 80.6 | 80.4 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Parameters=8B2026.02 | 77.8 | 77.6 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=7B2026.02 | 76.4 | 75.9 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=8B2026.02 | 71.1 | 70.5 | |
| LLAVA-ONEVISION-SICategory=OPEN-SOURCE, Parameters=7B2026.02 | 68.1 | 67.6 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Parameters=4B2026.02 | 67.3 | 68 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=3B2026.02 | 66.1 | 65.8 | |
| ANOMALY-R1Category=OPEN-SOURCE, Parameters=3B2026.02 | 65.8 | 65.5 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=7B2026.02 | 64.3 | 64.1 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Parameters=4B2026.02 | 60.7 | 61.5 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=2B2026.02 | 41.9 | 41.4 |