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ResearchFormerly WizWand

Anomaly Localization on M3-AD Average across scenes

65.3Localization ScoreQWEN-3-VL-INSTRUCT
-2.315.2532.850.35Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=4B2026.0265.3
QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=8B2026.0264.7
QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=8B2026.0227.4
QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=72B2026.0224.4
QWEN-3-VL-THINKINGCategory=THINKING, Param=8B2026.0221.9
GEMINI-2.5-FLASH-LITECategory=COMMERCIAL, Param=/2026.0220.1
INTERN-VL-3.5Category=OPEN-SOURCE, Param=4B2026.0217.6
QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=32B2026.0216.4
QWEN-3-VL-THINKINGCategory=THINKING, Param=4B2026.0215.6
GPT-5.1-MINICategory=COMMERCIAL, Param=/2026.0214.1
QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=4B2026.0211
GPT-5.1-NANOCategory=COMMERCIAL, Param=/2026.0210.3
QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.029.2
LLAVA-ONEVISION-SICategory=OPEN-SOURCE, Param=7B2026.025.9
ANOMALY-R1Category=OPEN-SOURCE, Param=3B2026.023.6
INTERN-VL-3.5Category=OPEN-SOURCE, Param=8B2026.023.6
QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=3B2026.023.3
QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.023.1
QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=2B2026.020.3