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Object Hallucination Evaluation on POPE (Noise, Blur, Weather, Digital Conditions)
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82.8
Score (Noise)
Latent Denoising
72.504
75.177
77.85
80.523
Apr 23, 2026
Score (Noise)
Score (Blur)
Score (Weather)
Score (Digital)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Score (Noise)
Score (Blur)
Score (Weather)
Score (Digital)
Latent Denoising
Backbone=LLaVA+CLIP, C...
2026.04
82.8
80.2
84.7
83.9
Baseline
Backbone=LLaVA+CLIP, C...
2026.04
80.7
77.8
82.5
81.8
Latent Denoising
Architecture=Qwen-2.5-...
2026.04
75.1
79
84.3
80.4
Baseline
Architecture=Qwen-2.5-...
2026.04
72.9
75.7
81.5
77.5
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