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D-NeRF

Benchmarks

Task NameDataset NameSOTA ResultTrend
Novel View SynthesisD-NeRF synthetic (test)
Average PSNR43.31
42
Dynamic Novel View SynthesisD-NeRF dynamic, synthetic (test)
PSNR32.2712
12
Novel View SynthesisD-NeRF synthetic
PSNR (dB)34.56
9
Dynamic Scene ReconstructionD-NeRF (test)
Hook PSNR39.87
9
Novel view synthesisD-NeRF Standup
PSNR47.89
8
Novel view synthesisD-NeRF Mutant
PSNR45.19
8
Novel view synthesisD-NeRF Hellwarrior
PSNR42.93
8
Novel view synthesisD-NeRF BouncingBalls
PSNR44.91
8
Novel view synthesisD-NeRF Trex
PSNR41.24
8
Novel view synthesisD-NeRF Jumpingjacks
PSNR41.13
8
Novel view synthesisD-NeRF Hook
PSNR39.87
8
4D ReconstructionD-NeRF
PSNR35.11
8
Dynamic Scene RenderingD-NeRF synthetic
Bouncing Balls PSNR42.62
7
Dynamic Scene ReconstructionD-NeRF Synthetic Jumping Jacks 800x800 resolution (test)
PSNR37.72
6
Dynamic Scene ReconstructionD-NeRF Synthetic Stand Up 800x800 resolution (test)
PSNR44.62
6
Dynamic Scene ReconstructionD-NeRF Synthetic T-Rex 800x800 resolution (test)
PSNR38.1
6
Dynamic Scene ReconstructionD-NeRF Synthetic Lego 800x800 resolution (val)
PSNR33.07
6
Dynamic Scene ReconstructionD-NeRF Synthetic Bouncing Balls 800x800 resolution (test)
PSNR41.01
6
Dynamic Scene ReconstructionD-NeRF Synthetic - Hook 800x800 resolution (test)
PSNR37.42
6
Dynamic Scene ReconstructionD-NeRF Synthetic Mutant 800x800 resolution (test)
PSNR42.63
6
Dynamic 3D Scene ReconstructionD-NeRF 68 (test)
PSNR32.67
6
Novel View SynthesisD-NeRF downsampled at 0.1 intervals (test)
SSIM (Avg)95
5
Novel View SynthesisD-NeRF (test)
PSNR33.72
5
4D reconstructionD-NeRF synthetic (test)
PSNR31.79
2
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