Novel View Synthesis on RealEstate-10K 3-view
31.4PSNRSimpleNeRF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SimpleNeRFVenue=SIGGRAPH Asia 2023, Learned priors=-, Training time=9.5 hrs2024.10 | 31.4 | 0.89 | 0.08 | |
| UMAMIParams (M)=2712025.12 | 31.06 | 0.946 | 0.084 | |
| FrugalNeRFVenue=-, Learned priors=-, Training time=20 mins2024.10 | 31.04 | 0.89 | 0.06 | |
| LVSMParadigm=Deterministic, Params (M)=1712025.12 | 30.04 | 0.936 | 0.09 | |
| ViP-NeRFVenue=SIGGRAPH 2023, Learned priors=-, Training time=13.5 hrs2024.10 | 29.75 | 0.88 | 0.11 | |
| SEVAParadigm=Diffusion-based, Params (M)=13002025.12 | 27.57 | 0.892 | 0.073 | |
| DS-NeRFVenue=CVPR 2022, Learned priors=-, Training time=3.5 hrs2024.10 | 25.94 | 0.79 | 0.32 | |
| DDP-NeRFVenue=CVPR 2022, Learned priors=depth completion, Training time=3.5 hrs2024.10 | 25.92 | 0.85 | 0.16 | |
| MVSplatParadigm=Deterministic, Params (M)=12.02025.12 | 25.64 | 0.857 | 0.142 | |
| TensoRFVenue=ECCV 2022, Learned priors=-, Training time=11 mins2024.10 | 24.86 | 0.78 | 0.17 | |
| ViewCrafterParadigm=Diffusion-based, Params (M)=N/A2025.12 | 22.81 | 0.83 | 0.164 | |
| DepthSplatParadigm=Deterministic, Params (M)=3602025.12 | 22.54 | 0.824 | 0.177 | |
| RegNeRFVenue=CVPR 2022, Learned priors=normalizing flow, Training time=2.35 hrs2024.10 | 17.73 | 0.61 | 0.44 | |
| FreeNeRFVenue=CVPR 2023, Learned priors=-, Training time=1.5 hrs2024.10 | 15.12 | 0.57 | 0.54 |