Novel View Synthesis on Neural 3D Video (Neu3DV)
32.72PSNROURS-45K
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OURS-45KColmap=X, Preproc. Time=4 sec, Train Time=14 mins, FPS=755, Storage=23.7, Frames=3002026.05 | 32.72 | 0.9502 | 0.1221 | |
| VeGaSVenue=-2026.03 | 32.68 | 0.98 | 0.09 | |
| 4DGVVenue=TOG2026.03 | 32.55 | — | — | |
| OURS-35KColmap=X, Preproc. Time=4 sec, Train Time=10 mins, FPS=766, Storage=23.1, Frames=3002026.05 | 32.35 | 0.948 | 0.1295 | |
| 4DGSVenue=ICLR2026.03 | 32.01 | 0.97 | 0.1 | |
| STG (multi-model)Colmap=SA, Preproc. Time=25 mins, Train Time=2h 43mins, FPS=683, Storage=127.5, Frames=50x62026.05 | 31.75 | 0.9473 | 0.1423 | |
| K-Planes-hybridVenue=CVPR2026.03 | 31.63 | 0.98 | — | |
| STG (single-model)Colmap=SA, Preproc. Time=25 mins, Train Time=29 mins, FPS=532, Storage=54.0, Frames=3002026.05 | 31.46 | 0.9432 | 0.1474 | |
| HyperReelVenue=CVPR2026.03 | 31.1 | 0.96 | 0.1 | |
| 4DGaussiansVenue=CVPR2026.03 | 31.02 | 0.97 | 0.15 | |
| K-Planes-explicitVenue=CVPR2026.03 | 30.88 | 0.98 | — | |
| MixVoxels-LVenue=ICCV2026.03 | 30.8 | 0.98 | 0.13 | |
| NeRFPlayerVenue=TVCG2026.03 | 30.69 | 0.97 | 0.11 | |
| DeGaussColmap=D0, Preproc. Time=6 mins, Train Time=1h 27mins, FPS=95, Storage=117.5, Frames=3002026.05 | 30.16 | 0.9357 | 0.143 | |
| Swift4DColmap=D0, Preproc. Time=18 mins, Train Time=19 mins, FPS=273, Storage=141.2, Frames=3002026.05 | 29.93 | 0.9383 | 0.137 | |
| TaylorGColmap=SA, Preproc. Time=25 mins, Train Time=9 hours, FPS=125, Storage=205.7, Frames=3002026.05 | 29.8 | 0.9558 | 0.1597 | |
| DyNeRFVenue=CVPR2026.03 | 29.58 | 0.98 | 0.1 | |
| StreamRFVenue=NeurIPS2026.03 | 29.58 | — | — | |
| 4DGSColmap=D0, Preproc. Time=6 mins, Train Time=33 mins, FPS=98, Storage=40.3, Frames=3002026.05 | 28.72 | 0.9306 | 0.1528 | |
| LLFFVenue=TOG2026.03 | 23.24 | 0.92 | 0.24 | |
| Neural VolumesVenue=TOG2026.03 | 22.8 | 0.94 | 0.3 |