{"url":"/dataset/mip-nerf-360","name":"Mip-NeRF 360","full_name":"Unbounded Anti-Aliased Neural Radiance Fields","description_markdown":"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.","description_withheld":null,"homepage":"https://jonbarron.info/mipnerf360/","introduced_date":"2021-11-23","introduced_date_note":null,"introduced_by":{"paper":"/paper/mip-nerf-360-unbounded-anti-aliased-neural","title":"Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields","first_author":"Jonathan T. Barron","url":null},"license":null,"modalities":[],"tasks":[{"name":"Novel View Synthesis","url":"/task/novel-view-synthesis","datasets_with_task":"/datasets/task/novel-view-synthesis"}],"languages":[],"variants":["Mip-NeRF 360"],"data_loaders":[{"repo":"https://github.com/kakaobrain/NeRF-Factory","url":"https://github.com/kakaobrain/NeRF-Factory","frameworks":["tf","pytorch"]}],"num_papers_in_archive":347,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/novel-view-synthesis-on-mip-nerf-360","task":"Novel View Synthesis","dataset_variant":"Mip-NeRF 360","rows":14,"metrics":["LPIPS","PSNR","SSIM","Size (MB)"],"first_row_in_archive_order":{"model":"MVGS","paper":"/paper/mvgs-multi-view-regulated-gaussian-splatting","metrics":{"LPIPS":"0.171","PSNR":"29.82","SSIM":"0.877"},"code_links":[{"title":"xiaobiaodu/MVGS","url":"https://github.com/xiaobiaodu/MVGS"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/3dgeer-exact-and-efficient-volumetric","title":"3DGEER: Exact and Efficient Volumetric Rendering with 3D Gaussians","date":"2025-05-29","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/mvgs-multi-view-regulated-gaussian-splatting","title":"MVGS: Multi-view-regulated Gaussian Splatting for Novel View Synthesis","date":"2024-10-02","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":8,"samples_ran":6,"samples_unverified":2,"pointer_only_for_licence":8,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/hac-hash-grid-assisted-context-for-3d","title":"HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression","date":"2024-03-21","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/compact-3d-scene-representation-via-self","title":"Compact 3D Scene Representation via Self-Organizing Gaussian Grids","date":"2023-12-19","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":1,"samples_unverified":0,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/compact3d-compressing-gaussian-splat-radiance","title":"CompGS: Smaller and Faster Gaussian Splatting with Vector Quantization","date":"2023-11-30","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":2,"samples_ran":1,"samples_unverified":1,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/lightgaussian-unbounded-3d-gaussian","title":"LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS","date":"2023-11-28","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":22,"samples_ran":17,"samples_unverified":5,"pointer_only_for_licence":22,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/compact-3d-gaussian-representation-for","title":"Compact 3D Gaussian Representation for Radiance Field","date":"2023-11-22","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":7,"samples_ran":5,"samples_unverified":2,"pointer_only_for_licence":7,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/compressed-3d-gaussian-splatting-for","title":"Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis","date":"2023-11-17","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":10,"samples_ran":7,"samples_unverified":3,"pointer_only_for_licence":10,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/3d-gaussian-splatting-for-real-time-radiance","title":"3D Gaussian Splatting for Real-Time Radiance Field Rendering","date":"2023-08-08","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":10,"samples_ran":6,"samples_unverified":4,"pointer_only_for_licence":10,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/mobilenerf-exploiting-the-polygon","title":"MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures","date":"2022-07-30","rows_on_this_dataset":3,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":9,"samples_ran":0,"samples_unverified":9,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":8,"samples_harvested":69,"samples_ran":43,"samples_unverified":26,"pointer_only_for_licence":58,"papers_with_no_sample_that_ran":1,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}