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Benchmarks
Anomaly Localization on M3-AD Texture Scene
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78.8
Localization Score
QWEN-3-VL-INSTRUCT
-2.944
18.278
39.5
60.722
Feb 10, 2026
Localization Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Localization Score
QWEN-3-VL-INSTRUCT
Category=RA-MONITOR, P...
2026.02
78.8
QWEN-3-VL-INSTRUCT
Category=RA-MONITOR, P...
2026.02
76.4
QWEN-3-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
44.4
INTERN-VL-3.5
Category=OPEN-SOURCE,...
2026.02
42.6
QWEN-3-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
42.4
QWEN-2.5-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
34.7
QWEN-3-VL-THINKING
Category=THINKING, Par...
2026.02
29
GPT-5.1-MINI
Category=COMMERCIAL, P...
2026.02
24
GEMINI-2.5-FLASH-LITE
Category=COMMERCIAL, P...
2026.02
19.4
QWEN-3-VL-THINKING
Category=THINKING, Par...
2026.02
19
GPT-5.1-NANO
Category=COMMERCIAL, P...
2026.02
17.3
QWEN-2-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
12.5
LLAVA-ONEVISION-SI
Category=OPEN-SOURCE,...
2026.02
9.9
ANOMALY-R1
Category=OPEN-SOURCE,...
2026.02
5.6
INTERN-VL-3.5
Category=OPEN-SOURCE,...
2026.02
5.3
QWEN-2.5-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
5
QWEN-2.5-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
4.6
QWEN-3-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
1
QWEN-2-VL-INSTRUCT
Category=OPEN-SOURCE,...
2026.02
0.2
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