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Novel View Synthesis research benchmarks – Page 7 · SOTA2 Research

Novel View Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LLFF 6-view (test)

25.4PSNR

23

Jun 30, 2026

HyperNeRF (vrig)

25.5PSNR

23

Feb 26, 2026

26.629PSNR

22

Mar 25, 2026

DL3DV (evaluation)

30.75PSNR

22

Feb 26, 2026

RE10K to ACID generalization (test)

22.69PSNR

22

Feb 26, 2026

LLFF 9-view (test)

26.44PSNR

22

Jun 30, 2026

mip-NeRF 360 2022 (test)

29.23PSNR

22

May 13, 2026

DTU 3-view setting (test)

21.31PSNR

22

Mar 4, 2026

Deep Blending official (test)

30.21PSNR

22

Feb 26, 2026

29.09PSNR

21

May 12, 2026

Unspecified Dataset (train)

34.47PSNR

21

May 12, 2026

Turbo-Scaffold-GS

30.48PSNR

21

May 12, 2026

Neural 3D Video (Neu3DV)

32.72PSNR

21

Jun 1, 2026

Mip-NeRF 360 Indoor Scene 2022

32.43PSNR

21

Mar 9, 2026

NeRF Synthetic 800 x 800 (test)

26.49PSNR

21

Feb 26, 2026

Real Forward-facing 640 x 960 (test)

24.33PSNR

21

Feb 26, 2026

28.293PSNR

21

Feb 26, 2026

X3D Multiple scenes (Average reported)

59.88PSNR

21

Feb 26, 2026

Synthetic 360° scenes Blender (test)

1,254Chair Score

21

Feb 26, 2026

DTU 9-view (test)

25.28Full-image PSNR

21

Feb 26, 2026

30.42PSNR

21

Feb 26, 2026

Tanks & Temples

24.14PSNR

20

Jul 7, 2026

MatrixCity Block Small BEV_2 synthetic

Ours w/ diffusion (Scaff.)

22.38PSNR

20

Jun 9, 2026

RGBT-Scenes (test)

26.9PSNR

20

May 29, 2026

SE(3) B-spline GS

27.81PSNR

20

Jun 1, 2026

Page 7 of 76

Popular datasets

DL3DV Tanks&Temples LLFF DTU ScanNet

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