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Papers Benchmarks Datasets Tasks

Novel View Synthesis research benchmarks – Page 46 · SOTA2 Research

Novel View Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Drums NeRF Blender (test)

NeRF w/ L0-Sampler

25.72PSNR

6

Feb 26, 2026

Chair NeRF Blender (test)

NeRF w/ L0-Sampler

34.92PSNR

6

Feb 26, 2026

Lego NeRF Blender (test)

mip-NeRF w/ L0-Sampler

34.31PSNR

6

Feb 26, 2026

33.743PSNR

6

Feb 26, 2026

HVH seq03 45 (hold-out views)

71.58MSE

6

Feb 26, 2026

HVH seq02 45 (hold-out views)

56.47MSE

6

Feb 26, 2026

HVH seq01 45 (hold-out views)

40.34MSE

6

Feb 26, 2026

Forward-facing (test)

26.85PSNR

6

Feb 26, 2026

Synthetic 360° (test)

33.09PSNR

6

Feb 26, 2026

LLFF 1008x756 (test)

26.5PSNR

6

Feb 26, 2026

NeRF-360 V2 (test)

28.94PSNR

6

Feb 26, 2026

MannequinChallenge t=5 v1 (test)

0.367LPIPS

6

Feb 26, 2026

MannequinChallenge t=3 v1 (test)

0.272LPIPS

6

Feb 26, 2026

21.91Appearance PSNR

6

Feb 26, 2026

DTU 15 scans v1

26.28PSNR Scan 24

6

Feb 26, 2026

Street View dataset Setting 1 (Held-out Viewpoints)

Urban Radiance Fields (Ours)

20.421PSNR

6

Feb 26, 2026

Diffuse Synthetic 360° (test)

42.93PSNR

6

Feb 26, 2026

LIDC-IDRI-DRR Hemisphere views (test)

0.368SSIM

6

Feb 26, 2026

LIDC-IDRI-DRR Simple views (test)

0.751SSIM

6

Feb 26, 2026

Multi-frequency dataset Detail View 4032x3024

26.29PSNR

6

Feb 26, 2026

Multi-frequency dataset Structure View 600x600

32.44PSNR

6

Feb 26, 2026

Canonical 13-scene suite 3-seed macro averages

Bayesian 3DGS-NIW

27.333PSNR

5

Jul 8, 2026

24.67PSNR (Android)

5

Jul 3, 2026

24.98PSNR

5

Jun 30, 2026

21.5PSNR

5

Jun 30, 2026

Page 46 of 76

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