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Papers Benchmarks Datasets Tasks

Novel View Synthesis research benchmarks – Page 14 · SOTA2 Research

Novel View Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LuSh-NeRF synthetic sakura scene 11 (test)

20.6PSNR

14

Mar 10, 2026

LuSh-NeRF synthetic poster scene 11 (test)

24.31PSNR

14

Mar 10, 2026

LuSh-NeRF synthetic plane scene 11 (test)

21.47PSNR

14

Mar 10, 2026

LOM low-light 1.0 (test)

24.75BUU PSNR

14

Feb 26, 2026

43.06PSNR

14

Feb 26, 2026

nuScenes Shift ± 2 v1.0-trainval (test)

11.27FID

14

Feb 27, 2026

Mip-NeRF 360 stump

0.907SSIM

14

Mar 12, 2026

DTU Near-view (test)

15.82PSNR

14

Feb 26, 2026

DTU Far-view (test)

15.45PSNR

14

Feb 26, 2026

RealEstate-10K 3-view

31.4PSNR

14

Feb 26, 2026

NeuMan Human-only regions

34.84PSNR

14

Feb 26, 2026

37.99PSNR

14

Feb 26, 2026

RealEstate10K Medium

19.535PSNR

14

Feb 26, 2026

MatrixCity aerial

29.04PSNR

14

Jul 3, 2026

In-the-wild data

29.26PSNR

14

Jun 30, 2026

Objaverse (test)

27.59PSNR

14

Feb 26, 2026

DTU Object 9-view

CVT-xRF (w/ BARF)

27.68PSNR

14

Feb 26, 2026

DTU Object 3-view

CVT-xRF (w/ SPARF)

21.51PSNR

14

Feb 26, 2026

MSN Multi-ShapeNet (test)

24.4PSNR

14

Feb 26, 2026

ZJU-MoCap novel view setting

30.26PSNR

14

Feb 26, 2026

KITTI 50% views (train)

30.55PSNR

14

Feb 26, 2026

KITTI 75% views (train)

31.34PSNR

14

Feb 26, 2026

RealEstate10K (RE10K) t=10 (test)

0.049LPIPS

14

Feb 26, 2026

Insta360 scene0

26.4PSNR

13

May 27, 2026

DL3DV 358-scene collection 42

17.52PSNR

13

Apr 14, 2026

Page 14 of 76

Popular datasets

DL3DV Tanks&Temples LLFF DTU ScanNet

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