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Novel View Synthesis research benchmarks – Page 21 · SOTA2 Research

Novel View Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Self-captured dataset

28.78Mean PSNR

10

May 19, 2026

41.14PSNR

10

Apr 14, 2026

CONVERGE (Ours)

25.78PSNR

10

Apr 8, 2026

26.42PSNR

10

Mar 27, 2026

RE10k 2-views setup

25.693PSNR

10

Jul 1, 2026

NeuralTO Syn (test)

45.28PSNR

10

Mar 24, 2026

Selected reconstruction scenes

18.15PSNR

10

Mar 24, 2026

27.3PSNR

10

Mar 23, 2026

RE10K small-viewpoint set (P)

25.57PSNR

10

Mar 17, 2026

0.085LPIPS

10

Mar 17, 2026

RealEstate-10K three input views (test)

0.073LPIPS

10

Mar 17, 2026

LLFF 4 input views

0.169LPIPS

10

Mar 17, 2026

LLFF 3 input views

0.186LPIPS

10

Mar 17, 2026

24.89PSNR

10

Mar 10, 2026

LOM overexposure scenes

19.86PSNR (buu)

10

Feb 26, 2026

ZJU-MoCap (source models' seen poses)

Neural Human Performer

31.57PSNR

10

Feb 26, 2026

36.74PSNR

10

Feb 26, 2026

RealEstate10K 80 (test)

25.845PSNR

10

Feb 26, 2026

OpenMonoGS-SLAM (SAM1.0)

23.33PSNR

10

Jun 1, 2026

Mip-NeRF 360 room 1.0 (test)

0.954SSIM

10

Feb 26, 2026

Mip-NeRF 360 stump 1.0 (test)

0.915SSIM

10

Feb 26, 2026

Mip-NeRF 360 garden 1.0 (test)

88.8SSIM

10

Feb 26, 2026

Mip-NeRF 360 bonsai 1.0 (test)

0.962SSIM

10

Feb 26, 2026

Mip-NeRF 360 bonsai

0.967SSIM

10

Feb 26, 2026

NeRSemble (test)

ProgressiveAvatars

31.5PSNR

10

Mar 18, 2026

Page 21 of 76

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