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NeRF Synthetic

Benchmarks

Task NameDataset NameSOTA ResultTrend
View synthesis qualityNeRF Synthetic v1 (test)
PSNR35.02
45
Novel View SynthesisNeRF Synthetic (test)
PSNR33.23
36
Camera pose registrationNeRF Synthetic v1 (test)
Rotation Error (°)0.06
27
Novel View SynthesisNeRF Synthetic Blender (test)
Avg PSNR33.32
24
Novel View SynthesisNeRF Synthetic 800 x 800 (test)
PSNR26.49
21
Neural Scene ReconstructionNeRF-Synthetic
PSNR35.776
18
Multi-view Super-ResolutionNeRF Synthetic x4 (test)
PSNR33.32
12
Surface ReconstructionNeRF-Synthetic
Chair Value0.35
11
3D ReconstructionNeRF-Synthetic (NS) standard (test)
PSNR33.866
11
Novel View Synthesis Efficiency DefenseNeRF-Synthetic NS-ficus standard (test)
Peak GPU Memory (MB)4,002
9
Novel View Synthesis Efficiency DefenseNeRF-Synthetic NS-chair standard (test)
Peak GPU Memory (MB)4,633
9
Novel View SynthesisNeRF Synthetic standard (test)
PSNR34.19
9
Multi-view Super-ResolutionNeRF Synthetic x2 (test)
PSNR33.01
6
Active View SelectionNeRF Synthetic
PSNR26.58
6
3D Scene ReconstructionNeRF Synthetic Lego
Size (MB)1.45
6
3D Scene ReconstructionNeRF Synthetic Hotdog
Model Size (MB)0.99
6
3D Scene ReconstructionNeRF Synthetic Ficus
Size (MB)1.18
6
3D Scene ReconstructionNeRF Synthetic Drums
Size (MB)1.68
6
3D Scene ReconstructionNeRF Synthetic Chair
Size (MB)1.23
6
Novel View SynthesisNeRF-Synthetic (train)
PSNR36.76
6
3D Scene CompletionNeRF synthetic dataset 10 scenes (test)
PSNR28.41
6
3D Scene ReconstructionNeRF-Synthetic (NS)
Peak GPU Memory (MB)4,027
5
Novel View SynthesisNeRF Synthetic close-up view
SSIM0.736
5
3D ReconstructionNeRF-Synthetic 26 (test)
HD0.98
5
3D ReconstructionNeRF-Synthetic (test)
CD (Chair)0.06
5
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