Industrial Anomaly Detection on M3-AD Workpiece
74.3AccuracyQWEN-3-VL-INSTRUCT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Parameters=8B2026.02 | 74.3 | 74.7 | |
| IAD-R1Category=OPEN-SOURCE, Parameters=7B2026.02 | 74.1 | 71.6 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=32B2026.02 | 73.7 | 73.8 | |
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Parameters=4B2026.02 | 72.5 | 72.9 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=72B2026.02 | 70.3 | 69.2 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=4B2026.02 | 70 | 69.4 | |
| GPT-5.1-NANOCategory=COMMERCIAL, Parameters=/2026.02 | 68.2 | 67.7 | |
| IAD-R1Category=OPEN-SOURCE, Parameters=3B2026.02 | 66.4 | 64.7 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=8B2026.02 | 65.3 | 63.2 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=7B2026.02 | 60.5 | 58.8 | |
| LLAVA-ONEVISION-SICategory=OPEN-SOURCE, Parameters=7B2026.02 | 59.6 | 57.7 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=7B2026.02 | 59.1 | 59.1 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=3B2026.02 | 57.1 | 56.2 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Parameters=8B2026.02 | 57 | 58.1 | |
| GEMINI-2.5-FLASH-LITECategory=COMMERCIAL, Parameters=/2026.02 | 56.4 | 59 | |
| ANOMALY-R1Category=OPEN-SOURCE, Parameters=3B2026.02 | 55.5 | 55.5 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Parameters=8B2026.02 | 54.7 | 56.7 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Parameters=4B2026.02 | 53.9 | 55.9 | |
| GPT-5.1-MINICategory=COMMERCIAL, Parameters=/2026.02 | 53.6 | 56.3 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Parameters=4B2026.02 | 51 | 53.8 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=2B2026.02 | 47.6 | 46.2 |