Anomaly Type Classification on M3-AD Electronic Scene
58.7Type MetricQWEN-3-VL-INSTRUCT
Evaluation results
| Method | Links | |
|---|---|---|
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=4B2026.02 | 58.7 | |
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=8B2026.02 | 52.3 | |
| GPT-5.1-MINICategory=COMMERCIAL, Param=/2026.02 | 48.9 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=32B2026.02 | 38.1 | |
| GEMINI-2.5-FLASH-LITECategory=COMMERCIAL, Param=/2026.02 | 35.4 | |
| GPT-5.1-NANOCategory=COMMERCIAL, Param=/2026.02 | 34 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Param=4B2026.02 | 28.5 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=4B2026.02 | 28 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Param=4B2026.02 | 28 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Param=8B2026.02 | 27.8 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Param=8B2026.02 | 25.5 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=72B2026.02 | 20.3 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=8B2026.02 | 17.6 | |
| LLAVA-ONEVISION-SICategory=OPEN-SOURCE, Param=7B2026.02 | 15.2 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.02 | 13.3 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.02 | 12.5 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=3B2026.02 | 12.3 | |
| ANOMALY-R1Category=OPEN-SOURCE, Param=3B2026.02 | 12 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=2B2026.02 | 1 |