Depth Super-Resolution on TOFDSR
0.0688RMSEAdaDS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdaDSInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0688 | 0.0346 | — | |
| AdaDSInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0693 | 0.0336 | — | |
| AdaDSInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.07 | 0.0363 | — | |
| C2PDInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0718 | 0.04 | — | |
| C2PDInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0722 | 0.0405 | — | |
| C2PDInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0723 | 0.0403 | — | |
| SGNetInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0726 | 0.04 | — | |
| SGNetInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0726 | 0.0404 | — | |
| PriorDAInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0731 | 0.0411 | — | |
| DuCosInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0742 | 0.0399 | — | |
| DuCosInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0742 | 0.0399 | — | |
| OMNI-DCInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0748 | 0.0399 | — | |
| PriorDAInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0755 | 0.0435 | — | |
| SGNetInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0767 | 0.0433 | — | |
| MG-DCInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.078 | 0.0416 | — | |
| PriorDAInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0833 | 0.048 | — | |
| MG-DCInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0844 | 0.0441 | — | |
| PromptDAInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.0879 | 0.0623 | — | |
| PromptDAInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0884 | 0.062 | — | |
| PromptDAInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.0885 | 0.0624 | — | |
| OMNI-DCInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.089 | 0.0451 | — | |
| DuCosInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.0958 | 0.0594 | — | |
| MG-DCInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.098 | 0.0508 | — | |
| DA v2-LInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.1035 | 0.069 | — | |
| DA v2-LInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.1035 | 0.069 | — | |
| DA v2-LInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.1035 | 0.069 | — | |
| OMNI-DCInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.1071 | 0.0535 | — | |
| MG-LCMInput Resolution=192x144, Evaluation Protocol=Zero-shot2026.02 | 0.1219 | 0.0835 | — | |
| MG-LCMInput Resolution=64x48, Evaluation Protocol=Zero-shot2026.02 | 0.1219 | 0.0835 | — | |
| MG-LCMInput Resolution=32x24, Evaluation Protocol=Zero-shot2026.02 | 0.1219 | 0.0835 | — | |
| DegBins2026.05 | 4.06 | 1.03 | 98.87 | |
| DuCos2026.05 | 4.29 | 1.15 | 98.67 | |
| SFG2026.05 | 4.52 | 1.72 | 97.45 | |
| FDSR2026.05 | 5.03 | 1.67 | 97.61 | |
| DCTNet2026.05 | 5.16 | 2.1 | 96.37 | |
| DKN2026.05 | 5.5 | 2.07 | 97.54 | |
| DJFR2026.05 | 5.72 | 2.1 | 97.03 | |
| FDKN2026.05 | 5.77 | 2.19 | 97.33 | |
| DJF2026.05 | 5.84 | 2.13 | 96.79 | |
| CUNet2026.05 | 6.04 | 2.21 | 96.46 |