View Synthesis on Flowers Light Field dataset (test)
0.88SSIMLoLep
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LoLepResolution=512x384, Training batch size=2, Inference batch size=1, Planes=64, Mode=full, Memory(MB) (train/inference)=39054 / 12384, Converge Iterations=205k2023.07 | 0.88 | 0.181 | 30.41 | |
| LoLepResolution=512x384, Training batch size=2, Inference batch size=1, Planes=32, Mode=full, Memory(MB) (train/inference)=23427 / 7231, Converge Iterations=200k2023.07 | 0.876 | 0.183 | 30.35 | |
| MINEResolution=512x384, Training batch size=2, Inference batch size=1, Planes=64, Memory(MB) (train/inference)=34503 / 11407, Converge Iterations=260k2023.07 | 0.873 | 0.188 | 30.31 | |
| MINEResolution=512x384, Training batch size=2, Inference batch size=1, Planes=32, Memory(MB) (train/inference)=20340 / 6373, Converge Iterations=252k2023.07 | 0.868 | 0.201 | 30.17 | |
| LoLepResolution=512x384, Training batch size=2, Inference batch size=1, Planes=16, Mode=full, Memory(MB) (train/inference)=15746 / 4832, Converge Iterations=200k2023.07 | 0.868 | 0.198 | 30.21 | |
| MINEResolution=512x384, Training batch size=2, Inference batch size=1, Planes=16, Memory(MB) (train/inference)=13251 / 4042, Converge Iterations=250k2023.07 | 0.862 | 0.208 | 29.86 | |
| MPIResolution=512x384, Training batch size=2, Inference batch size=1, Planes=322023.07 | 0.851 | — | 30.1 | |
| LLFFResolution=512x384, Training batch size=2, Inference batch size=12023.07 | 0.822 | — | 28.1 |