Object Hallucination Evaluation on POPE (Noise, Blur, Weather, Digital Conditions)
82.8Score (Noise)Latent Denoising
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Latent DenoisingBackbone=LLaVA+CLIP, Corruption Severity=52026.04 | 82.8 | 80.2 | 84.7 | 83.9 | |
| BaselineBackbone=LLaVA+CLIP, Corruption Severity=52026.04 | 80.7 | 77.8 | 82.5 | 81.8 | |
| Latent DenoisingArchitecture=Qwen-2.5-VL, Severity=52026.04 | 75.1 | 79 | 84.3 | 80.4 | |
| BaselineArchitecture=Qwen-2.5-VL, Severity=52026.04 | 72.9 | 75.7 | 81.5 | 77.5 |