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Industrial Anomaly Detection on VisA (Balanced Accuracy)
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76.8
Balanced Accuracy
IndusAgent
45.6
53.7
61.8
69.9
May 20, 2026
Balanced Accuracy
Updated 13d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
IndusAgent
Type=Open Source, Para...
2026.05
76.8
Anomaly-OV
Type=Open Source, Para...
2026.05
74.3
GPT-4.1
Type=Commercial, Param...
2026.05
69.1
Qwen2.5-VL-Instruct
Type=Open Source, Para...
2026.05
68.2
LLaVA-1.5
Type=Open Source, Para...
2026.05
67.2
GPT-4o-mini
Type=Commercial, Param...
2026.05
65.1
GPT-4o
Type=Commercial, Param...
2026.05
63.5
Claude-Sonnet-4
Type=Commercial, Param...
2026.05
63.5
GPT-4.1-mini
Type=Commercial, Param...
2026.05
63.4
GPT-4.1-nano
Type=Commercial, Param...
2026.05
60.5
AnomalyR1
Type=Open Source, Para...
2026.05
59.8
Qwen2.5-VL-Instruct
Type=Open Source, Para...
2026.05
58.4
Qwen2.5-VL-Instruct
Type=Open Source, Para...
2026.05
58.4
AnomalyGPT
Type=Open Source, Para...
2026.05
57.3
LLaVA-1.6
Type=Open Source, Para...
2026.05
53.9
InternVL-2.5
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
Qwen3-VL-Instruct
Type=Open Source, Para...
2026.05
46.8
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