Depth Super-Resolution on RGB-D-D
0.0597RMSEAdaDS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AdaDSInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0597 | 0.033 | |
| AdaDSInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0597 | 0.0342 | |
| AdaDSInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0607 | 0.0332 | |
| PriorDAInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0613 | 0.0377 | |
| PriorDAInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0655 | 0.0379 | |
| OMNI-DCInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.068 | 0.0371 | |
| MG-DCInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0684 | 0.0392 | |
| MG-DCInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0685 | 0.0382 | |
| OMNI-DCInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0687 | 0.0385 | |
| PriorDAInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0691 | 0.0432 | |
| PromptDAInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0704 | 0.0503 | |
| PromptDAInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0705 | 0.0505 | |
| PromptDAInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0706 | 0.0506 | |
| C2PDInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0714 | 0.0384 | |
| C2PDInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0717 | 0.0384 | |
| SGNetInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0723 | 0.0391 | |
| C2PDInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0724 | 0.0388 | |
| SGNetInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0726 | 0.0388 | |
| SGNetInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.074 | 0.0416 | |
| DuCosInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0741 | 0.0385 | |
| DuCosInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0744 | 0.0388 | |
| MG-DCInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0826 | 0.0475 | |
| OMNI-DCInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0846 | 0.0468 | |
| DuCosInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0898 | 0.0555 | |
| DA v2-LInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.1082 | 0.0745 | |
| DA v2-LInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.1082 | 0.0745 | |
| DA v2-LInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.1082 | 0.0745 | |
| MG-LCMInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.1306 | 0.1007 | |
| MG-LCMInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.1306 | 0.1007 | |
| MG-LCMInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.1306 | 0.1007 | |
| DegBinsBackbone=DuCos, Parameters (M)=42.15, Time (ms)=34.64, Speed (FPS)=28.872026.05 | 3.52 | — | |
| DegBinsBackbone=RG [53], Parameters (M)=16.28, Time (ms)=9.75, Speed (FPS)=102.62026.05 | 3.63 | — | |
| DuCosParameters (M)=34.38, Time (ms)=25.09, Speed (FPS)=39.862026.05 | 3.68 | — | |
| SFGParameters (M)=63.55, Time (ms)=21.81, Speed (FPS)=45.852026.05 | 3.88 | — | |
| DKNParameters (M)=1.16, Time (ms)=17.75, Speed (FPS)=56.342026.05 | 5.08 | — | |
| SGNetParameters (M)=8.97, Time (ms)=33.94, Speed (FPS)=29.462026.05 | 5.32 | — | |
| FDKNParameters (M)=0.69, Time (ms)=5.78, Speed (FPS)=173.012026.05 | 5.37 | — | |
| SUFTParameters (M)=22.01, Time (ms)=13.33, Speed (FPS)=75.192026.05 | 5.41 | — | |
| DCTNetParameters (M)=0.48, Time (ms)=9.15, Speed (FPS)=109.292026.05 | 5.43 | — | |
| FDSRParameters (M)=0.60, Time (ms)=5.05, Speed (FPS)=198.022026.05 | 5.49 | — |