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Papers Benchmarks Datasets Tasks

Novel View Synthesis research benchmarks – Page 68 · SOTA2 Research

Novel View Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Mip-NeRF360 Indoor

40FPS

3

Feb 26, 2026

GaussianPlant 1.0 (test)

29.486PSNR

3

Feb 26, 2026

Waymo Open Dataset y ± 3.0 m shift (novel trajectories)

21.93FID

3

Feb 26, 2026

Waymo Open Dataset y ± 2.0 m shift (novel trajectories)

18.43FID

3

Feb 26, 2026

Replica 9 views

27.5PSNR

3

Feb 26, 2026

Replica 6 views

25.84PSNR

3

Feb 26, 2026

Replica 3 views

24.22PSNR

3

Feb 26, 2026

ScanNet++ 9 views

25.17PSNR

3

Feb 26, 2026

ScanNet++ 6 views

23.41PSNR

3

Feb 26, 2026

ScanNet++ 3 views

20PSNR

3

Feb 26, 2026

Blender 100x100 pixels downscaled (val)

33.88Score (Materials)

3

Feb 26, 2026

NVIDIA Dynamic Scene Gaussian Marbles variant

23.79PSNR

3

Feb 26, 2026

Simulation Dataset (Panel)

37.42PSNR

3

Feb 26, 2026

Simulation Dataset Barrel

37.95PSNR

3

Feb 26, 2026

Simulation Dataset Cabinet

38.95PSNR

3

Feb 26, 2026

24.33PSNR

3

Feb 26, 2026

116Model Size (MB)

3

Feb 26, 2026

MobileScan (test)

23.67PSNR

3

Feb 26, 2026

ViewBench 180° rotation magnitude

14.82PSNR

3

Feb 26, 2026

ViewBench 90° rotation

16.56PSNR

3

Feb 26, 2026

ViewBench 45° rotation magnitude

16.74PSNR

3

Feb 26, 2026

Real Forward-facing 1 (test)

MVSGaussian + Ours

24.15PSNR

3

Feb 26, 2026

Waymo Open Perception 9 static scenes

30.16PSNR

3

Feb 26, 2026

12.374PSNR

3

Feb 26, 2026

NeRF On-the-go Patio-High 1.0 (test)

21.77PSNR

3

Feb 26, 2026

Page 68 of 76

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