Robustness Evaluation on NaturalBench
33.5GACCLatent Denoising
Evaluation results
| Method | Links | |
|---|---|---|
| Latent DenoisingArchitecture=Qwen-2.5-VL2026.04 | 33.5 | |
| BaselineArchitecture=Qwen-2.5-VL2026.04 | 31.3 | |
| Latent DenoisingArchitecture=LLaVA+CLIP2026.04 | 15.7 | |
| Latent DenoisingArchitecture=LLaVA+SigLIP2026.04 | 15.7 | |
| BaselineArchitecture=LLaVA+SigLIP2026.04 | 14.8 | |
| BaselineArchitecture=LLaVA+CLIP2026.04 | 13.3 |