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ResearchFormerly WizWand

Anomaly Type Classification on M3-AD Workpiece Scene

52.2Type ProportionQWEN-3-VL-INSTRUCT
-0.11213.46927.0540.631Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=8B2026.0252.2
QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=4B2026.0249.8
GPT-5.1-MINICategory=COMMERCIAL, Param=/2026.0248.1
GEMINI-2.5-FLASH-LITECategory=COMMERCIAL, Param=/2026.0242.2
QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=32B2026.0239.9
QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=4B2026.0238.5
GPT-5.1-NANOCategory=COMMERCIAL, Param=/2026.0235.6
INTERN-VL-3.5Category=OPEN-SOURCE, Param=4B2026.0234.6
QWEN-3-VL-THINKINGCategory=THINKING, Param=8B2026.0233.3
INTERN-VL-3.5Category=OPEN-SOURCE, Param=8B2026.0232
QWEN-3-VL-THINKINGCategory=THINKING, Param=4B2026.0230.2
QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=8B2026.0228.9
QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=72B2026.0226.9
QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.0220.9
LLAVA-ONEVISION-SICategory=OPEN-SOURCE, Param=7B2026.0218.6
ANOMALY-R1Category=OPEN-SOURCE, Param=3B2026.0217.8
QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=3B2026.0215.9
QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.0214.9
QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=2B2026.021.9