View Synthesis on KITTI (test)
22.17PSNRLoLep-64 (full)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LoLep-64 (full)Number of planes=64, Memory (train/inference)=32421 / 5639, Converge Iterations=28k, Image Resolution=384 x 1282023.07 | 22.17 | — | 0.117 | 0.828 | 49.53 | |
| LoLep-32 (full)Number of planes=32, Memory (train/inference)=17208 / 3478, Converge Iterations=25k, Image Resolution=384 x 1282023.07 | 22.07 | — | 0.122 | 0.825 | 89.61 | |
| LoLep-16 (full)Number of planes=16, Memory (train/inference)=10868 / 2232, Converge Iterations=24k, Image Resolution=384 x 1282023.07 | 21.88 | — | 0.134 | 0.82 | 138.74 | |
| MINENumber of planes=64, Memory (train/inference)=28457 / 5287, Converge Iterations=34k, Image Resolution=384 x 1282023.07 | 21.65 | — | 0.127 | 0.818 | 197.65 | |
| MINENumber of planes=32, Memory (train/inference)=14351 / 3167, Converge Iterations=30k, Image Resolution=384 x 1282023.07 | 21.52 | — | 0.134 | 0.813 | 492.5 | |
| MINENumber of planes=16, Memory (train/inference)=8495 / 2039, Converge Iterations=30k, Image Resolution=384 x 1282023.07 | 21.48 | — | 0.146 | 0.806 | 839.17 | |
| MPINumber of planes=32, Image Resolution=384 x 1282023.07 | 19.5 | — | — | 0.733 | — | |
| FlowCamtype=unposed method2023.05 | 17.69 | — | 0.4046 | — | — | |
| LDIImage Resolution=384 x 1282023.07 | 16.5 | — | — | 0.572 | — | |
| Vid-AEtype=unposed method2023.05 | 15.17 | — | 0.4618 | — | — | |
| RUSTtype=unposed method2023.05 | 14.18 | — | 0.6541 | — | — | |
| App. Flow2017.02 | — | 0.471 | — | — | — | |
| Deep Voxel FlowFine-tuning=false2017.02 | — | 0.336 | — | — | — | |
| Deep Voxel FlowFine-tuning=true2017.02 | — | 0.178 | — | — | — | |
| Recons. Views2017.02 | — | 0.492 | — | — | — |