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Papers Benchmarks Datasets Tasks

Novel View Synthesis research benchmarks – Page 19 · SOTA2 Research

Novel View Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Deep Blending Playroom scene

30.91PSNR

11

Feb 26, 2026

Deep Blending DrJohnson scene

29.85PSNR

11

Feb 26, 2026

SeaThru-NeRF (IUI3-RedSea)

30.17PSNR

11

Feb 26, 2026

30.18PSNR

11

Feb 26, 2026

Mip-NeRF360 counter

clean (Ground truth)

29.479PSNR

11

Jul 7, 2026

22.66PSNR

11

Feb 26, 2026

OmniScenes (test)

23.12PSNR

11

Feb 26, 2026

OmniPhotos (test)

20.25PSNR

11

Feb 26, 2026

OmniBlender (test)

22.47PSNR

11

Feb 26, 2026

Merchandise3D (test)

25.136PSNR

11

Feb 26, 2026

iPhone dataset (Apple)

SE(3) B-spline GS

20.17mPSNR (dB)

11

Mar 27, 2026

LLFF (3 train views)

20.77PSNR

11

Feb 26, 2026

DL3DV 10K (140)

0.905SSIM

11

Apr 14, 2026

Phototourism Trevi Fountain R/2 downsampled (test)

24.45PSNR

11

Feb 26, 2026

Phototourism Sacre Coeur R/2 downsampled (test)

24.99PSNR

11

Feb 26, 2026

Phototourism Brandenburg Gate R/2 downsampled (test)

29.65PSNR

11

Feb 26, 2026

30.39PSNR

11

Feb 26, 2026

Synthetic 3-view (test)

0.176LPIPS

11

Feb 26, 2026

Synthetic 3-view

21.58PSNR

11

Feb 26, 2026

Plenoptic Video all scenes average

32.258PSNR

11

Feb 26, 2026

RFF (Real Forward-Facing) downsampled 4x (val)

27.81PSNR

11

Feb 26, 2026

LLFF Forward-facing

349.34FPS

11

Feb 26, 2026

744.91FPS

11

Feb 26, 2026

27.01PSNR

11

Feb 26, 2026

Tanks & Temples v1 (test)

28.56PSNR

11

Feb 26, 2026

Page 19 of 76

Popular datasets

DL3DV Tanks&Temples LLFF DTU ScanNet

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