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ResearchFormerly WizWand

Anomaly Localization on M3-AD Workpiece Scene

60.7Localization ScoreQWEN-3-VL-INSTRUCT
-1.90814.34630.646.854Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=8B2026.0260.7
QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=4B2026.0257.9
QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=72B2026.0222.6
QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=8B2026.0221.7
QWEN-3-VL-THINKINGCategory=THINKING, Param=8B2026.0221.6
GEMINI-2.5-FLASH-LITECategory=COMMERCIAL, Param=/2026.0221.1
QWEN-3-VL-THINKINGCategory=THINKING, Param=4B2026.0216.7
QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=4B2026.0216.6
GPT-5.1-MINICategory=COMMERCIAL, Param=/2026.0211.2
QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.0210.1
GPT-5.1-NANOCategory=COMMERCIAL, Param=/2026.028.8
INTERN-VL-3.5Category=OPEN-SOURCE, Param=4B2026.025.8
LLAVA-ONEVISION-SICategory=OPEN-SOURCE, Param=7B2026.025.1
ANOMALY-R1Category=OPEN-SOURCE, Param=3B2026.023.4
INTERN-VL-3.5Category=OPEN-SOURCE, Param=8B2026.023.3
QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=3B2026.023
QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.022.3
QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=32B2026.021.6
QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=2B2026.020.5