Anomaly Localization on M3-AD Average across scenes
65.3Localization ScoreQWEN-3-VL-INSTRUCT
Evaluation Results
| Method | Links | |
|---|---|---|
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=4B2026.02 | 65.3 | |
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=8B2026.02 | 64.7 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=8B2026.02 | 27.4 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=72B2026.02 | 24.4 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Param=8B2026.02 | 21.9 | |
| GEMINI-2.5-FLASH-LITECategory=COMMERCIAL, Param=/2026.02 | 20.1 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Param=4B2026.02 | 17.6 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=32B2026.02 | 16.4 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Param=4B2026.02 | 15.6 | |
| GPT-5.1-MINICategory=COMMERCIAL, Param=/2026.02 | 14.1 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=4B2026.02 | 11 | |
| GPT-5.1-NANOCategory=COMMERCIAL, Param=/2026.02 | 10.3 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.02 | 9.2 | |
| LLAVA-ONEVISION-SICategory=OPEN-SOURCE, Param=7B2026.02 | 5.9 | |
| ANOMALY-R1Category=OPEN-SOURCE, Param=3B2026.02 | 3.6 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Param=8B2026.02 | 3.6 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=3B2026.02 | 3.3 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.02 | 3.1 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=2B2026.02 | 0.3 |