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Papers Benchmarks Datasets Tasks

Novel View Synthesis research benchmarks – Page 59 · SOTA2 Research

Novel View Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Perspective undistorted fisheye images

0.19LPIPS (Room 1)

4

Mar 25, 2026

PandaSet (50% optimization split)

26.78PSNR

4

Mar 24, 2026

DTU 512x512 (test)

31.38PSNR

4

Mar 23, 2026

Waymo (sequences with predominantly non-rigid actors)

30.96PSNR

4

Mar 20, 2026

30.65PSNR

4

Mar 18, 2026

28.713PSNR

4

Mar 11, 2026

22.6PSNR

4

Mar 10, 2026

360Loc 3.0m Baseline

0.86PCC

4

Mar 9, 2026

360Loc 4.5m Baseline

0.86PCC

4

Mar 9, 2026

Kansas Dataset extreme 20m–30m baseline

0.63PCC

4

Mar 9, 2026

NVIDIA Dynamic Scenes (test)

DGMarbles (w/ cam)†

23.65Balloon1 PSNR

4

Mar 4, 2026

Synthetic4Relight (test)

34.98PSNR

4

Mar 4, 2026

TensoIR-derived Indirect Illumination Dataset 1.0 (test)

37.852PSNR

4

Mar 4, 2026

Panoptic Studio (held-out frames)

28.01PSNR (Full Frame)

4

Mar 4, 2026

Gen3-Handheld 50ms exposure

Event-Aided Sharp Radiance Field Reconstruction

23.8PSNR (0.8-1 m/s)

4

Feb 26, 2026

Gen3-Handheld 30ms exposure

Event-Aided Sharp Radiance Field Reconstruction

24.57PSNR (0.8-1 m/s)

4

Feb 26, 2026

Gen3-Handheld 10ms exposure

Event-Aided Sharp Radiance Field Reconstruction

28.14PSNR (0.8-1 m/s)

4

Feb 26, 2026

ACID Zero-Shot v1 (test)

24.21PSNR

4

Feb 26, 2026

Tanks-and-Temples Long Trajectory >=250 frames

44.381FID

4

Feb 26, 2026

Tanks-and-Temples Short Trajectory 80-100 frames

30.749FID

4

Feb 26, 2026

Objaverse (120°, 180°] view range

17.03PSNR

4

Feb 26, 2026

Objaverse View Range (60°, 120°]

16.57PSNR

4

Feb 26, 2026

Objaverse (0°, 60°] view range

16.63PSNR

4

Feb 26, 2026

30.88PSNR

4

Feb 26, 2026

Waymo Open Dataset (test)

Physically-Based Gaussian Splatting

28.8PSNR

4

Feb 26, 2026

Page 59 of 76

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DL3DV Tanks&Temples LLFF DTU ScanNet

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