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Models/DAVI

DAVI

Reported on 8 benchmarks across 4 tasks · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

Image Super-ResolutiononImageNet
FID· uses extra data· 2024-07-23
36.27
SOTA
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems arXiv:2407.16125
3D Object Super-ResolutiononImageNet
FID· uses extra data· 2024-07-23
36.27
SOTA
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems arXiv:2407.16125
Image Super-ResolutiononImageNet
PSNR· uses extra data· 2024-07-23
26.58
best: 27.46 (DDNM)
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems arXiv:2407.16125
3D Object Super-ResolutiononImageNet
PSNR· uses extra data· 2024-07-23
26.58
best: 27.46 (DDNM)
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems arXiv:2407.16125

Graphs2 results

Super-ResolutiononImageNet
FID· uses extra data· 2024-07-23
36.27
SOTA
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems arXiv:2407.16125
Super-ResolutiononImageNet
PSNR· uses extra data· 2024-07-23
26.58
best: 27.46 (DDNM)
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems arXiv:2407.16125

Methodology2 results

16konImageNet
FID· uses extra data· 2024-07-23
36.27
best: 1.15 (DDNM)
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems arXiv:2407.16125
16konImageNet
PSNR· uses extra data· 2024-07-23
26.58
best: 44.93 (DDNM)
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems arXiv:2407.16125