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Benchmarks
Anomaly Type Classification on M3-AD Workpiece Scene
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52.2
Type Proportion
QWEN-3-VL-INSTRUCT
-0.112
13.469
27.05
40.631
Feb 10, 2026
Type Proportion
Updated 1mo ago
Evaluation Results
Method
Method
Links
Type Proportion
QWEN-3-VL-INSTRUCT
Category=RA-MONITOR, P...
2026.02
52.2
QWEN-3-VL-INSTRUCT
Category=RA-MONITOR, P...
2026.02
49.8
GPT-5.1-MINI
Category=COMMERCIAL, P...
2026.02
48.1
GEMINI-2.5-FLASH-LITE
Category=COMMERCIAL, P...
2026.02
42.2
QWEN-3-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
39.9
QWEN-3-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
38.5
GPT-5.1-NANO
Category=COMMERCIAL, P...
2026.02
35.6
INTERN-VL-3.5
Category=OPEN-SOURCE,...
2026.02
34.6
QWEN-3-VL-THINKING
Category=THINKING, Par...
2026.02
33.3
INTERN-VL-3.5
Category=OPEN-SOURCE,...
2026.02
32
QWEN-3-VL-THINKING
Category=THINKING, Par...
2026.02
30.2
QWEN-3-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
28.9
QWEN-2.5-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
26.9
QWEN-2.5-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
20.9
LLAVA-ONEVISION-SI
Category=OPEN-SOURCE,...
2026.02
18.6
ANOMALY-R1
Category=OPEN-SOURCE,...
2026.02
17.8
QWEN-2.5-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
15.9
QWEN-2-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
14.9
QWEN-2-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
1.9
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