Industrial Anomaly Detection on M3-AD Average
80.6AccuracyQWEN-3-VL-INSTRUCT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Parameters=8B2026.02 | 80.6 | 80.1 | |
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Parameters=4B2026.02 | 80.3 | 80.4 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=32B2026.02 | 79.9 | 79.5 | |
| IAD-R1Category=OPEN-SOURCE, Parameters=7B2026.02 | 79.4 | 76.7 | |
| IAD-R1Category=OPEN-SOURCE, Parameters=3B2026.02 | 75.9 | 73.3 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=4B2026.02 | 72.6 | 72.1 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=72B2026.02 | 72.6 | 70.7 | |
| GPT-5.1-NANOCategory=COMMERCIAL, Parameters=/2026.02 | 71.7 | 70.9 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=8B2026.02 | 66.6 | 63.7 | |
| GPT-5.1-MINICategory=COMMERCIAL, Parameters=/2026.02 | 65.7 | 68.1 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=7B2026.02 | 64.6 | 62.3 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Parameters=8B2026.02 | 63.9 | 64.9 | |
| GEMINI-2.5-FLASH-LITECategory=COMMERCIAL, Parameters=/2026.02 | 63 | 65.8 | |
| LLAVA-ONEVISION-SICategory=OPEN-SOURCE, Parameters=7B2026.02 | 63 | 60.4 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Parameters=8B2026.02 | 60.2 | 62.9 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=7B2026.02 | 59.7 | 59 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=3B2026.02 | 59.6 | 58.3 | |
| ANOMALY-R1Category=OPEN-SOURCE, Parameters=3B2026.02 | 58.3 | 57.9 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Parameters=4B2026.02 | 54.2 | 57.3 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Parameters=4B2026.02 | 52.4 | 56 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Parameters=2B2026.02 | 45.2 | 43.4 |