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Novel View Synthesis research benchmarks – Page 22 · SOTA2 Research

Novel View Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RGBT-Scenes Thermal modality

26.08PSNR

10

Feb 26, 2026

RGBT-Scenes RGB modality

25.23PSNR

10

Feb 26, 2026

27.687PSNR

10

Feb 26, 2026

Novel View Synthesis (test)

29.82PSNR

10

Feb 26, 2026

LOM overexposure subset 15

20.71PSNR

10

Feb 26, 2026

41.48PSNR

10

Jun 1, 2026

KITTI-360 (val)

23.26PSNR

10

Feb 26, 2026

CO3D (Hard set)

0.276LPIPS

10

Jun 17, 2026

Mip-NeRF 360 x4 24 views (test)

22.05PSNR

10

Feb 26, 2026

LLFF x4 (3 views) (test)

20.45PSNR

10

Feb 26, 2026

Blender x4 (8 views) (test)

24.19PSNR

10

Feb 26, 2026

4D Neural Voxel Splatting

33.12PSNR (dB)

10

May 12, 2026

RealEstate10K (overlap < 0.6)

25.48PSNR

10

Apr 21, 2026

GSO challenging

21.79PSNR

10

Feb 26, 2026

TensoIR Synthetic

36.71PSNR

10

Feb 26, 2026

Synthetic Spike Dataset (test)

22.07PSNR

10

Feb 26, 2026

Blender dataset

32.81PSNR (Full Res)

10

Feb 26, 2026

28.71PSNR

10

Feb 26, 2026

VKITTI 2 (25% train views)

29.27PSNR

10

Feb 26, 2026

KITTI 25% views (train)

29.08PSNR

10

Feb 26, 2026

DTU real images

21.98PSNR

10

Feb 26, 2026

Realistic Synthetic 360° 4-view setting

31.01PSNR

10

Feb 26, 2026

General Performance 256x256 images high-resolution context (test)

StereoLayers (GC)

0.119LPIPS

10

Feb 26, 2026

NeRF Synthetic 360° (test)

31.75PSNR

10

Jun 18, 2026

C3VD average across ten scenes

34.24PSNR

10

Feb 26, 2026

Page 22 of 76

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