D-NeRF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | D-NeRF synthetic (test) | Average PSNR43.31 | 42 | |
| Novel view synthesis | D-NeRF Hellwarrior | PSNR42.93 | 24 | |
| Novel view synthesis | D-NeRF Trex | PSNR41.24 | 24 | |
| Novel view synthesis | D-NeRF Standup | PSNR47.89 | 18 | |
| Novel view synthesis | D-NeRF Mutant | PSNR45.19 | 18 | |
| Novel view synthesis | D-NeRF BouncingBalls | PSNR44.91 | 18 | |
| Novel view synthesis | D-NeRF Jumpingjacks | PSNR41.13 | 18 | |
| Novel view synthesis | D-NeRF Hook | PSNR39.87 | 18 | |
| Novel View Synthesis | D-NeRF Lego | PSNR25.44 | 16 | |
| Novel View Synthesis | D-NeRF | PSNR34.67 | 16 | |
| Novel View Synthesis | D-NeRF | PSNR42.2 | 14 | |
| Dynamic Novel View Synthesis | D-NeRF dynamic, synthetic (test) | PSNR32.2712 | 12 | |
| Novel View Synthesis | D-NeRF synthetic | PSNR (dB)34.56 | 9 | |
| Dynamic Scene Reconstruction | D-NeRF (test) | Hook PSNR39.87 | 9 | |
| 4D Reconstruction | D-NeRF | PSNR35.11 | 8 | |
| Novel View Synthesis | D-NeRF (unseen views) | PSNR43.04 | 7 | |
| Dynamic Scene Rendering | D-NeRF synthetic | Bouncing Balls PSNR42.62 | 7 | |
| 3D Surface Reconstruction | D-NeRF | vIoU39.28 | 6 | |
| 3D Surface Reconstruction | D-NeRF HellWarrior | vIoU30.79 | 6 | |
| 3D Surface Reconstruction | D-NeRF T-Rex | vIoU57.83 | 6 | |
| 3D Surface Reconstruction | D-NeRF Lego | vIoU29.88 | 6 | |
| Novel View Synthesis | D-NeRF | PSNR (Jumpingjacks)31.769 | 6 | |
| Dynamic Scene Reconstruction | D-NeRF Synthetic Jumping Jacks 800x800 resolution (test) | PSNR37.72 | 6 | |
| Dynamic Scene Reconstruction | D-NeRF Synthetic Stand Up 800x800 resolution (test) | PSNR44.62 | 6 | |
| Dynamic Scene Reconstruction | D-NeRF Synthetic T-Rex 800x800 resolution (test) | PSNR38.1 | 6 |
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