Novel View Synthesis on Realistic Synthetic 360° 4-view setting
31.01PSNRNeRF
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NeRFNumber of input views=1002021.12 | 31.01 | 0.947 | 0.081 | 42.83 | 0.002 | |
| NeRF, 100 viewsNumber of input views=1002021.12 | 31.01 | 0.947 | 0.081 | 42.83 | 0.002 | |
| InfoNeRFNumber of input views=4, Pre-training protocol=Trained from scratch2021.12 | 18.65 | 0.811 | 0.23 | 181.47 | 0.062 | |
| InfoNeRFNumber of input views=42021.12 | 18.65 | 0.811 | 0.23 | 181.47 | 0.062 | |
| PixelNeRF*Number of input views=4, Pre-training protocol=Pre-trained on external training dataset with dense views and fine-tuned2021.12 | 16.09 | 0.738 | 0.39 | 265.25 | 0.127 | |
| PixelNeRFNumber of input views=4, Pre-trained on external training dataset=true, Finetuned on 4 input views=true2021.12 | 16.09 | 0.738 | 0.39 | 265.25 | 0.127 | |
| DietNeRFNumber of input views=4, Pre-training protocol=Trained from scratch2021.12 | 16.06 | 0.793 | 0.306 | 197.02 | 0.065 | |
| DietNeRFNumber of input views=42021.12 | 16.06 | 0.793 | 0.306 | 197.02 | 0.065 | |
| NeRFNumber of input views=4, Pre-training protocol=Trained from scratch2021.12 | 15.93 | 0.78 | 0.32 | 215.16 | 0.074 | |
| NeRFNumber of input views=42021.12 | 15.93 | 0.78 | 0.32 | 215.16 | 0.074 |