Datasets › Mip-NeRF 360

Mip-NeRF 360 (Unbounded Anti-Aliased Neural Radiance Fields)

Introduced by Jonathan T. Barron et al. in Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields23 Nov 2021 archive 2025-07-28

Mip-NeRF 360 is an extension to the Mip-NeRF that uses a non-linear parameterization, online distillation, and a novel distortion-based regularize to overcome the challenge of unbounded scenes. The dataset consists of 9 scenes with 5 outdoors and 4 indoors, each containing a complex central object or area with a detailed background.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Novel View Synthesis Mip-NeRF 360 MVGS LPIPS 0.171 MVGS: Multi-view-regulated Gaussian Splatting for Novel... xiaobiaodu/MVGS 14 Compare

Papers archive 2025-07-28

10 shown of 10 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 347. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
3DGEER: Exact and Efficient Volumetric Rendering with 3D Gaussians 1 1 29 May 2025 not harvested
MVGS: Multi-view-regulated Gaussian Splatting for Novel View Synthesis 1 1 2 Oct 2024 ran 6 of 8 samples (2 unverified; 8 pointer-only for licence)
HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression 2 1 21 Mar 2024 not harvested
Compact 3D Scene Representation via Self-Organizing Gaussian Grids 2 1 19 Dec 2023 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
CompGS: Smaller and Faster Gaussian Splatting with Vector Quantization 1 1 30 Nov 2023 ran 1 of 2 samples (1 unverified)
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS 1 1 28 Nov 2023 ran 17 of 22 samples (5 unverified; 22 pointer-only for licence)
Compact 3D Gaussian Representation for Radiance Field 1 1 22 Nov 2023 ran 5 of 7 samples (2 unverified; 7 pointer-only for licence)
Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis 1 1 17 Nov 2023 ran 7 of 10 samples (3 unverified; 10 pointer-only for licence)
3D Gaussian Splatting for Real-Time Radiance Field Rendering 2 1 8 Aug 2023 ran 6 of 10 samples (4 unverified; 10 pointer-only for licence)
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures 1 3 30 Jul 2022 ran 0 of 9 samples (9 unverified)

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Mip-NeRF 360

1 variant name, as the archive lists them.

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