Novel View Synthesis on NeRF Synthetic Scene
28.19PSNRRobust e-NeRF
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Robust e-NeRFMetric Context=PSNR2024.12 | 28.19 | — | — | 30.24 | 23.15 | 30.71 | 28.07 | 27.34 | 24.98 | 32.87 | 28.19 | |
| EventSplatMetric Context=PSNR, supervision=randomly initialized points2024.12 | 28.14 | — | — | 28.69 | 25.81 | 29.9 | 22.91 | 29.22 | 27.16 | 33.27 | 28.14 | |
| NERFIFYPaper=KeyNeRF, Implementation Source=NERFIFY (Ours)2026.02 | 26.12 | 0.9 | 0.09 | — | — | — | — | — | — | — | — | |
| KeyNeRFPaper=KeyNeRF, Implementation Source=Human Impl.2026.02 | 25.7 | 0.89 | 0.12 | — | — | — | — | — | — | — | — | |
| KeyNeRFPaper=KeyNeRF, Implementation Source=Reported2026.02 | 25.65 | 0.89 | 0.11 | — | — | — | — | — | — | — | — | |
| mi-MLP NerFPaper=mi-MLP NerF, Implementation Source=Reported2026.02 | 24.7 | 0.89 | 0.09 | — | — | — | — | — | — | — | — | |
| NERFIFYPaper=mi-MLP NerF, Implementation Source=NERFIFY (Ours)2026.02 | 22.85 | 0.87 | 0.15 | — | — | — | — | — | — | — | — | |
| mi-MLP NerFPaper=mi-MLP NerF, Implementation Source=Human Impl.2026.02 | 22.64 | 0.87 | 0.15 | — | — | — | — | — | — | — | — | |
| E2VID + 3DGSMetric Context=PSNR2024.12 | 19.29 | — | — | 21.39 | 19.86 | 19.9 | 15.55 | 18.17 | 20.08 | 20.1 | 19.29 | |
| E2VID + 3DGSMetric Context=SSIM2024.12 | — | 0.917 | — | 0.934 | 0.915 | 0.922 | 0.897 | 0.895 | 0.901 | 0.957 | 0.917 | |
| E2VID + 3DGSMetric Context=LPIPS2024.12 | — | — | 0.118 | 0.076 | 0.094 | 0.108 | 0.208 | 0.145 | 0.125 | 0.069 | 0.118 | |
| EventSplatMetric Context=SSIM, supervision=randomly initialized points2024.12 | — | 0.953 | — | 0.953 | 0.947 | 0.966 | 0.94 | 0.945 | 0.936 | 0.986 | 0.953 | |
| EventSplatMetric Context=LPIPS, supervision=randomly initialized points2024.12 | — | — | 0.051 | 0.047 | 0.052 | 0.028 | 0.098 | 0.055 | 0.06 | 0.015 | 0.051 | |
| Robust e-NeRFMetric Context=SSIM2024.12 | — | 0.945 | — | 0.958 | 0.897 | 0.971 | 0.953 | 0.934 | 0.923 | 0.981 | 0.945 | |
| Robust e-NeRFMetric Context=LPIPS2024.12 | — | — | 0.057 | 0.04 | 0.091 | 0.022 | 0.095 | 0.074 | 0.052 | 0.029 | 0.057 |