DiffDreamer

Reported on 6 benchmarks across 1 task · 1 paper · 5 SOTA

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

Computer Vision6 results

Perpetual View GenerationonLHQ
FID (first 20 steps)· 2022-11-22
34.49
SOTA
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models arXiv:2211.12131
Perpetual View GenerationonLHQ
FID (full 100 steps)· 2022-11-22
51
best: 26.24 (InfNat-Zero)
SOTA
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models arXiv:2211.12131
Perpetual View GenerationonLHQ
IS (first 20 steps)· 2022-11-22
2.82
SOTA
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models arXiv:2211.12131
Perpetual View GenerationonLHQ
IS (full 100 steps)· 2022-11-22
2.99
SOTA
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models arXiv:2211.12131
Perpetual View GenerationonLHQ
KID (full 100 steps)· 2022-11-22
0.28
SOTA
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models arXiv:2211.12131
Perpetual View GenerationonLHQ
KID (first 20 steps)· 2022-11-22
0.08
best: 0.12 (InfNat-Zero)
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models arXiv:2211.12131