Anomaly Localization on M3-AD Electronic Scene
59.1Localization ScoreQWEN-3-VL-INSTRUCT
Evaluation results
| Method | Links | |
|---|---|---|
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=4B2026.02 | 59.1 | |
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=8B2026.02 | 57.1 | |
| GEMINI-2.5-FLASH-LITECategory=COMMERCIAL, Param=/2026.02 | 19.8 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=8B2026.02 | 18 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=72B2026.02 | 16 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=4B2026.02 | 15.4 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Param=8B2026.02 | 15 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Param=4B2026.02 | 11.1 | |
| GPT-5.1-MINICategory=COMMERCIAL, Param=/2026.02 | 7.2 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.02 | 5.1 | |
| GPT-5.1-NANOCategory=COMMERCIAL, Param=/2026.02 | 4.8 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Param=4B2026.02 | 4.5 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=32B2026.02 | 3.2 | |
| LLAVA-ONEVISION-SICategory=OPEN-SOURCE, Param=7B2026.02 | 2.7 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=3B2026.02 | 2.3 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Param=8B2026.02 | 2.1 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.02 | 2 | |
| ANOMALY-R1Category=OPEN-SOURCE, Param=3B2026.02 | 1.7 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=2B2026.02 | 0.3 |