# NeRF

Source: [NeRF](<https://www.sota2.com/research/task/nerf>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.



## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [NeRF Compression on NeRF Synthetic](<https://www.sota2.com/research/sota/nerf-compression-on-nerf-synthetic.md>): NeRF Compression; NeRF Synthetic.

- [NeRF brief captioning on HST](<https://www.sota2.com/research/sota/nerf-brief-captioning-on-hst.md>): NeRF brief captioning; HST.

- [NeRF classification on TRI](<https://www.sota2.com/research/sota/nerf-classification-on-tri.md>): NeRF classification; TRI.

- [NeRF classification on MLP](<https://www.sota2.com/research/sota/nerf-classification-on-mlp.md>): NeRF classification; MLP.

- [3D NeRF reconstruction on Synthetic NeRF dataset 8 scenes](<https://www.sota2.com/research/sota/3d-nerf-reconstruction-on-synthetic-nerf-dataset-8-scenes.md>): 3D NeRF reconstruction; Synthetic NeRF dataset 8 scenes.

- [NeRF Compression on Tanks and Temples (Average over scenes)](<https://www.sota2.com/research/sota/nerf-compression-on-tanks-and-temples-average-over-scenes.md>): NeRF Compression; Tanks and Temples Average over scenes.

- [NeRF Compression on Tanks and Temples Truck scene](<https://www.sota2.com/research/sota/nerf-compression-on-tanks-and-temples-truck-scene.md>): NeRF Compression; Tanks and Temples Truck scene.

- [NeRF Compression on Tanks and Temples Ignatius scene](<https://www.sota2.com/research/sota/nerf-compression-on-tanks-and-temples-ignatius-scene.md>): NeRF Compression; Tanks and Temples Ignatius scene.

- [NeRF Compression on Tanks and Temples Family scene](<https://www.sota2.com/research/sota/nerf-compression-on-tanks-and-temples-family-scene.md>): NeRF Compression; Tanks and Temples Family scene.

- [NeRF Compression on Tanks and Temples Caterpillar scene](<https://www.sota2.com/research/sota/nerf-compression-on-tanks-and-temples-caterpillar-scene.md>): NeRF Compression; Tanks and Temples Caterpillar scene.

- [NeRF Compression on Tanks and Temples Barn scene](<https://www.sota2.com/research/sota/nerf-compression-on-tanks-and-temples-barn-scene.md>): NeRF Compression; Tanks and Temples Barn scene.

- [NeRF retrieval on ShapenetRender (test)](<https://www.sota2.com/research/sota/nerf-retrieval-on-shapenetrender-test.md>): NeRF retrieval; ShapenetRender (test).

- [NeRF classification on HASH](<https://www.sota2.com/research/sota/nerf-classification-on-hash.md>): NeRF classification; HASH.

- [NeRF Reconstruction on NeRF-Synthetic (Poisoned Evaluation)](<https://www.sota2.com/research/sota/nerf-reconstruction-on-nerf-synthetic-poisoned-evaluation.md>): NeRF Reconstruction; NeRF-Synthetic.

- [NeRF Colorization on LLFF](<https://www.sota2.com/research/sota/nerf-colorization-on-llff.md>): NeRF Colorization; LLFF.

- [Single-view NeRF Generation on SRN Cars (test)](<https://www.sota2.com/research/sota/single-view-nerf-generation-on-srn-cars-test.md>): Single-view NeRF Generation; SRN Cars (test).

- [Single-view NeRF Generation on SRN Chairs (test)](<https://www.sota2.com/research/sota/single-view-nerf-generation-on-srn-chairs-test.md>): Single-view NeRF Generation; SRN Chairs (test).

- [NeRF Reconstruction on Blender Scenes (Scene-Specific PSNR)](<https://www.sota2.com/research/sota/nerf-reconstruction-on-blender-scenes-scene-specific-psnr.md>): NeRF; Blender.

- [Text-driven NeRF Editing on Face, Fangzhou, and Farm (test)](<https://www.sota2.com/research/sota/text-driven-nerf-editing-on-face-fangzhou-and-farm-test.md>): Text-driven NeRF Editing; Face, Fangzhou, and Farm (test).

- [NeRF Recoloring on LLFF](<https://www.sota2.com/research/sota/nerf-recoloring-on-llff.md>): NeRF Recoloring; LLFF.

- [NeRF Recoloring on NeRF Synthetic](<https://www.sota2.com/research/sota/nerf-recoloring-on-nerf-synthetic.md>): NeRF Recoloring; NeRF Synthetic.

- [NeRF Inpainting on statue dataset](<https://www.sota2.com/research/sota/nerf-inpainting-on-statue-dataset.md>): NeRF Inpainting; statue dataset.

- [Single-view NeRF Generation on ABO Sofa 512x512 (test)](<https://www.sota2.com/research/sota/single-view-nerf-generation-on-abo-sofa-512x512-test.md>): Single-view NeRF Generation; ABO Sofa 512x512 (test).

- [Single-view NeRF Generation on ABO Chairs 512x512 (test)](<https://www.sota2.com/research/sota/single-view-nerf-generation-on-abo-chairs-512x512-test.md>): Single-view NeRF Generation; ABO Chairs 512x512 (test).

- [Single-view NeRF Generation on ABO Sofa (test)](<https://www.sota2.com/research/sota/single-view-nerf-generation-on-abo-sofa-test.md>): single-view NeRF generation; ABO Sofa (test).

- [single-view NeRF generation on ABO Chairs (test)](<https://www.sota2.com/research/sota/single-view-nerf-generation-on-abo-chairs-test.md>): single-view NeRF generation; ABO Chairs (test).

- [NeRF View Enhancement on TensoRF rendered views](<https://www.sota2.com/research/sota/nerf-view-enhancement-on-tensorf-rendered-views.md>): NeRF View Enhancement; TensoRF rendered views.

- [NeRF Reconstruction on Blender Drums scene original resolution standard (test)](<https://www.sota2.com/research/sota/nerf-reconstruction-on-blender-drums-scene-original-resolution-standard-test.md>): NeRF reconstruction; Blender Drums scene original resolution standard (test).

- [NeRF Recoloring on Mip NeRF 360](<https://www.sota2.com/research/sota/nerf-recoloring-on-mip-nerf-360.md>): NeRF Recoloring; Mip NeRF 360.

- [Semantic-to-NeRF Translation on CelebAMask 128x128](<https://www.sota2.com/research/sota/semantic-to-nerf-translation-on-celebamask-128x128.md>): Semantic-to-NeRF Translation; CelebAMask 128x128.

- [NeRF brief captioning on ShapeNeRF Text](<https://www.sota2.com/research/sota/nerf-brief-captioning-on-shapenerf-text.md>): NeRF brief captioning; ShapeNeRF Text.