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Benchmarks
Industrial Anomaly Detection on MVTec, MPDD, VisA, DTD, and SDD Aggregate
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83.4
Balanced Accuracy
IndusAgent
49.496
58.298
67.1
75.902
May 20, 2026
Balanced Accuracy
Updated 13d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
IndusAgent
Type=Open Source, Para...
2026.05
83.4
Anomaly-OV
Type=Open Source, Para...
2026.05
79.6
GPT-4.1
Type=Commercial, Param...
2026.05
77.5
Claude-Sonnet-4
Type=Commercial, Param...
2026.05
73.4
GPT-4.1-mini
Type=Commercial, Param...
2026.05
72.3
Qwen2.5-VL-Instruct
Type=Open Source, Para...
2026.05
72.2
GPT-4o-mini
Type=Commercial, Param...
2026.05
70.1
GPT-4o
Type=Commercial, Param...
2026.05
65.8
GPT-4.1-nano
Type=Commercial, Param...
2026.05
65
LLaVA-1.5
Type=Open Source, Para...
2026.05
63.1
InternVL-2.5
Type=Open Source, Para...
2026.05
62.9
Qwen2.5-VL-Instruct
Type=Open Source, Para...
2026.05
61.4
AnomalyR1
Type=Open Source, Para...
2026.05
60.7
Qwen2.5-VL-Instruct
Type=Open Source, Para...
2026.05
57.7
Qwen3-VL-Instruct
Type=Open Source, Para...
2026.05
56.8
AnomalyGPT
Type=Open Source, Para...
2026.05
54.3
LLaVA-1.6
Type=Open Source, Para...
2026.05
52
LLaVA-OneVision-SI
Type=Open Source, Para...
2026.05
50.8
Anomaly-OV
Type=Open Source, Para...
2026.05
50.8
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