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Models/DDP (step-3)

DDP (step-3)

Reported on 12 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision6 results

Depth EstimationonSUN-RGBD
Delta < 1.25^3· 2023-03-30
0.994
SOTA
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
Depth EstimationonSUN-RGBD
log 10· 2023-03-30
0.056
SOTA
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
Depth EstimationonSUN-RGBD
Delta < 1.25· 2023-03-30
0.825
best: 0.937 (RPSF)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
Depth EstimationonSUN-RGBD
Delta < 1.25^2· 2023-03-30
0.973
best: 0.981 (RPSF)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
Depth EstimationonSUN-RGBD
RMSE· 2023-03-30
0.397
best: 0.335 (RPSF)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
Depth EstimationonSUN-RGBD
absolute relative error· 2023-03-30
0.128
best: 0.114 (RPSF)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559

Methodology6 results

3DonSUN-RGBD
Delta < 1.25^3· 2023-03-30
0.994
SOTA
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
3DonSUN-RGBD
log 10· 2023-03-30
0.056
SOTA
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
3DonSUN-RGBD
Delta < 1.25· 2023-03-30
0.825
best: 0.937 (RPSF)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
3DonSUN-RGBD
Delta < 1.25^2· 2023-03-30
0.973
best: 0.981 (RPSF)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
3DonSUN-RGBD
RMSE· 2023-03-30
0.397
best: 0.335 (RPSF)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
3DonSUN-RGBD
absolute relative error· 2023-03-30
0.128
best: 0.114 (RPSF)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559