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Novel View Synthesis research benchmarks – Page 51 · SOTA2 Research

Novel View Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ParkRecon3D (Scene1)

ParkingGaussian

30.09PSNR

5

Feb 26, 2026

21.38FID

5

Feb 26, 2026

18.82FID

5

Feb 26, 2026

18.33PSNR

5

Feb 26, 2026

DNA Rendering dataset

30.17PSNR

5

Feb 26, 2026

Objaverse 80K (test)

22.42PSNR

5

Feb 26, 2026

CO3D unseen categories 29

19.31PSNR

5

Feb 26, 2026

PandaSet Out-of-Domain (val)

26.27PSNR

5

Feb 26, 2026

KITTI In-Domain (val)

20.76PSNR

5

Feb 26, 2026

Tanks & Temples

3DGS-MCMC + AdamW-GS

24.726PSNR

5

Feb 26, 2026

3DGS-MCMC + AdamW-GS

30.417PSNR

5

Feb 26, 2026

ShipWreck 2 (test)

25.31PSNR

5

Feb 26, 2026

ShipWreck 1 (test)

27.71PSNR

5

Feb 26, 2026

SeaThru D5 (test)

30.79PSNR

5

Feb 26, 2026

SeaThru D3 (test)

28.48PSNR

5

Feb 26, 2026

NeRF synthetic dataset Hotdog

29.4PSNR

5

Mar 4, 2026

NeuMan full-image frames (test)

30.23PSNR

5

Feb 26, 2026

NeRSemble (val)

22.76PSNR

5

Feb 26, 2026

VIVID Thermal Sequences

28.73PSNR (IRD)

5

Feb 26, 2026

VIVID RGB Sequences

28.03PSNR (IRG)

5

Feb 26, 2026

13.77MFLOPs / Pixel

5

Feb 26, 2026

Geometry-guided Online 3D Video Synthesis

0.915TCC

5

Feb 26, 2026

ENeRF-Outdoor (test)

Geometry-guided Online 3D Video Synthesis

0.897TCC

5

Feb 26, 2026

RefRef top-5 views farthest from train (test)

28.44PSNR

5

Feb 26, 2026

DoF-NeRF Real-World Scene

30.14PSNR

5

Feb 26, 2026

Page 51 of 76

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