Novel View Synthesis and Depth Reconstruction on Hypersim (out-of-domain)
25.46PSNRGS-LRM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GS-LRMResolution=128, Input Views=32, Training Dataset=DL3DV + MegaSynth2024.12 | 25.46 | 0.846 | 0.154 | 0.258 | 80 | |
| Long-LRMResolution=128, Input Views=32, Training Dataset=DL3DV + MegaSynth2024.12 | 25.01 | 0.836 | 0.164 | 0.258 | 79.2 | |
| Long-LRMResolution=256, Input Views=32, Training Dataset=DL3DV + MegaSynth2024.12 | 24.26 | 0.817 | 0.21 | 0.255 | 79.4 | |
| GS-LRMResolution=128, Input Views=32, Training Dataset=DL3DV2024.12 | 23.89 | 0.806 | 0.195 | 0.291 | 77.2 | |
| Long-LRMResolution=128, Input Views=32, Training Dataset=DL3DV2024.12 | 23.41 | 0.79 | 0.21 | 0.272 | 76.3 | |
| Long-LRMResolution=256, Input Views=32, Training Dataset=DL3DV2024.12 | 22.51 | 0.767 | 0.267 | 0.291 | 75.3 | |
| 3DGSResolution=256, Input Views=32, Training Dataset=N.A. (Per-scene Optimization)2024.12 | 21.75 | 0.69 | 0.319 | 0.294 | 70.9 | |
| 3DGSResolution=128, Input Views=32, Training Dataset=N.A. (Per-scene Optimization)2024.12 | 20.67 | 0.672 | 0.293 | 0.32 | 71.5 |