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Benchmarks
Industrial Anomaly Detection on MVTec AD
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83.6
Balanced Accuracy
IndusAgent
45.12
55.11
65.1
75.09
May 20, 2026
Balanced Accuracy
Updated 13d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
IndusAgent
Type=Open Source, Para...
2026.05
83.6
GPT-4.1
Type=Commercial, Param...
2026.05
81.9
Qwen2.5-VL-Instruct
Type=Open Source, Para...
2026.05
77.4
GPT-4.1-nano
Type=Commercial, Param...
2026.05
74.7
Anomaly-OV
Type=Open Source, Para...
2026.05
74.3
GPT-4.1-mini
Type=Commercial, Param...
2026.05
74
GPT-4o-mini
Type=Commercial, Param...
2026.05
71.3
GPT-4o
Type=Commercial, Param...
2026.05
69.6
AnomalyR1
Type=Open Source, Para...
2026.05
69.4
Claude-Sonnet-4
Type=Commercial, Param...
2026.05
67.6
Qwen3-VL-Instruct
Type=Open Source, Para...
2026.05
67
Qwen2.5-VL-Instruct
Type=Open Source, Para...
2026.05
66
Qwen2.5-VL-Instruct
Type=Open Source, Para...
2026.05
62.6
LLaVA-1.5
Type=Open Source, Para...
2026.05
61.4
InternVL-2.5
Type=Open Source, Para...
2026.05
56.6
LLaVA-1.6
Type=Open Source, Para...
2026.05
53.7
LLaVA-OneVision-SI
Type=Open Source, Para...
2026.05
50
Anomaly-OV
Type=Open Source, Para...
2026.05
50
AnomalyGPT
Type=Open Source, Para...
2026.05
46.6
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