Novel View Synthesis on MonoCap (test)
33.45PSNRGauHuman
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GauHumanTrain=2m, FPS=1542023.12 | 33.45 | 0.985 | — | 13.35 | |
| DVATrain=1.5h, FPS=10.52023.12 | 32.99 | 0.983 | — | 15.83 | |
| HumanNeRFTraining Time=~10 h2023.02 | 32.68 | 0.987 | 15.52 | — | |
| HumanNeRFTrain=10h, FPS=0.082023.12 | 32.68 | 0.987 | — | 15.52 | |
| Instant-NVRTraining Time=~5 min2023.02 | 32.61 | 0.988 | 16.68 | — | |
| InstantNVRTrain=10m, FPS=0.752023.12 | 32.61 | 0.988 | — | 16.68 | |
| ASTraining Time=~10 h2023.02 | 32.48 | 0.988 | 13.18 | — | |
| ASTrain=10h, FPS=0.292023.12 | 32.48 | 0.988 | — | 13.18 | |
| NBTraining Time=~10 h2023.02 | 32.36 | 0.986 | 16.7 | — | |
| NBTrain=10h, FPS=0.982023.12 | 32.36 | 0.986 | — | 16.7 | |
| ANTraining Time=~10 h2023.02 | 31.07 | 0.985 | 19.47 | — | |
| ANTrain=10h, FPS=0.312023.12 | 31.07 | 0.985 | — | 19.47 | |
| InstantAvatarTrain=6m, FPS=2.542023.12 | 30.79 | 0.964 | — | 39.75 | |
| NHPTraining Time=~1 h fine-tuning, Pretraining Time=10 h2023.02 | 30.51 | 0.98 | 27.14 | — | |
| NHPTrain=1h+, FPS=0.052023.12 | 30.51 | 0.98 | — | 27.14 | |
| PixelNeRFTraining Time=~1 h fine-tuning, Pretraining Time=10 h2023.02 | 26.43 | 0.96 | 43.98 | — | |
| PixelNeRFTrain=1h+, FPS=0.752023.12 | 26.43 | 0.96 | — | 43.98 |