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HyperAI
SOTA
Novel View Synthesis

Novel View Synthesis

Rendering photo-realistic views of a scene from unobserved camera positions, using NeRF, 3DGS, or similar techniques.

Leaderboard

100 models total

Benchmarks

Self-Organizing Gaussians

TensoRF + NeRFLiX

Tanks-and-Temples

TensoRF + NeRFLiX++

Tanks & Temples

Waymo Open Dataset

Real Forward-facing

Self-Organizing Gaussians

Synthetic dataset

Tanks and Temples (T&T)

Blender Dataset

Glossy Synthetic

Tanks and Temple

Consistent4D (Re-rendered)

Mip-NeRF 360° Dataset

Objaverse4D (Test)

Synthetic NeRF dataset

TensoIR-synthetic

CT Reconstruction

DONeRF: Evaluation Dataset

Neural 3D Video

HyperNeRF dataset

multi-scale Blender

Synthetic4Relight

Custom (plushy + [47])

DTU [21] (scans 83, 105)

evaluation data set

Middlebury 2014

NeRF synthetic dataset

4D Light Field Dataset

Brandenburg Gate

DNA-Rendering Dataset

In-the-wild video dataset

LLFF, MipNeRF-360, Ref-NeRF

MipNeRF360 & TT

Neural 3D Video Dataset

NVIDIA Dynamic Scene dataset

Nvidia Dynamic Scene

OBJECTS-WITH-LIGHTING

Poly Haven Dataset

Pov-ray dataset

real-captured dataset

RobustNeRF Dataset

Stanford dataset

Stereo Blur dataset

StereoLayers (8 layers)

Technicolor Light Field Dataset

2D text fitting task

3D video fitting task

Blender, LLFF, Mip-NeRF 360

Consistency Benchmark

Custom Test Set

D-NeRF + DyNeRF

Deblur-NeRF dataset

Deblur-NeRF synthetic

Display Inverse Rendering dataset

Dynamic Indoor Scene

Dynamic Multipart

EvDeblur -blender

EvDeblur -CDAVIS

Full-body Studio

Google Immersive

HDR converted streetlearn dataset

HDR-NeRF dataset

HDR-NeRF synthetic

HDR-Plenoxels-Real

Head-only Studio

NeRF-DS dataset

NVIDIA dynamic scenes

People-Snapshot

Poly Haven object dataset

Real-world Dataset

Robust e-NeRF synthetic event dataset

Shiny Blender Dataset

synthetic scenes

SyntheticObjects

TensoIR Synthetic dataset

Zero-shot Datasets

11-subject eye capture dataset

2-black-hole system

260-subject capture system

2D disks benchmark

2D Planar Homography Alignment

3-black-hole system

6DGS-PBR dataset

additional driving scene

Agibot benchmark

Apple Vision Pro Spatial Video dataset

Automotive and Glass(Outdoor)

BaySpec Dataset

Black ceramic cup(Indoor)

Blender and LLFF

Blender avatars

Blender Synthetic

Blender-Rendered Dataset

BlenderDynamicEvent

Botanic Garden dataset

Bouncing Balls + Motion

C-shape Pillow #1

C-shape Pillow #2

Caustics and Lights

CL-NeRF dataset

CL-Splats dataset

CMU Panoptic Studio

Collected Dataset

Consistent4D testset + Objaverse-XL

cross-temporal dataset

Curated Nerfbusters

Custom lightstage dataset

Dataset A + Dataset B

Deblur-NeRF real-world

Deblur-NeRF real-world dataset

Deblur-NeRF synthetic dataset

DL3DV-10K Benchmark

DoF-NeRF Real-World Scene

Dosovitskiy Chairs

DyCheck iPhone dataset

dynamic hair dataset

Dynamic Indoor Scene Dataset

Dynamic Indoor Scene Dataset (Synthetic)

Dynamic Multipart Dataset (Synthetic)

Dynamic NeRF Synthetic Dataset

Dynamic Object Dataset

Dynamic Object Dataset (Synthetic)

EgoNeRF-OmniBlender

EgoNeRF-Ricoh360

EndoNeRF da Vinci dataset

EvaGaussians-Blender Dataset

Event-HyperNeRF

ExbluRF Real-World Scene

FAST-LIVO dataset

FluidNexus-Ball

FluidNexus-Smoke

FreeGave-GoPro Dataset

FreeGave-GoPro Dataset (Real World)

GaussianBlendShapes dataset

GauUpdate-Synthetic

Glossy Blender dataset

Glossy Synthetic dataset

Hell Warrior + Motion

Hierarchical 3DGS

Hillside_Morning

Hillside_Summer

Holynski et al. validation set

Horizon-GS dataset

Hyper-NeRF (30 frames)

iPhone-4D (30 FPS)

iPhone-4D (5 FPS)

JapaneseGardens-Redsea

Jumping Jacks + Motion

KITTI Novel View Synthesis

Multi-view to Novel View

Learnit Shapenet

Local Light Field Fusion

LongVolumetricVideo

Ma et al. (2022)

MatrixCity Block_All

Mip360, Toy-Desk, LERF, 3DGS-CD

Mitsuba-rendered

Multi-scale D-NeRF dataset

multi-scale Mip-NeRF 360

multi-scale Synthetic-NeRF

Multi-Scene Intersection

Multi-Scene Two Lane Merge

MV-CoLight dataset

NeRF llff dataset

NeRF On-the-go Dataset

NeRF-DS (20 frames)

NeRF-Synthetic (20 frames)

Nerfies-HyperNeRF

NeRSemble Benchmark

Novel Blender Dataset

NTU-VIRAL dataset

nuPlan benchmark

nuScenes Dataset

NVIDIA Dataset (original)

Nvidia Monocular dataset

NVS-RGBD(Kinect)

Objaverse (held-out set)

Objaverse-Animation-HQ

Objects-with-Lighting (OWL)

Open Illumination

open scientific visualization dataset

Orbbec-Accidental

Our Real Dataset

our stereo RGB dataset

Our synthetic dataset

our test dataset

Oxford Radar RobotCar

Painted Pumpkin

PanoHDR-NeRF dataset

Panoptic Studio

ParallelDomain-4D

ParticleNeRF Dataset

Single NeRF + Share./Inst. Net

Phototourism Dataset

PIXIEMULTIVERSE

Plenoptic Video Dataset

Plenoptic Videos

real camera motion blur dataset

Real-Sense dataset

real-world blurry dataset

real-world foggy dataset

Real-World-Challenge dataset

realistic dataset

Ref-NeRF real scenes

Ref-Real, NeRF-Casting, EnvGS, T&T

Relightable Dynamic Actors dataset

Replica-Accidental

RFID spectrum dataset

Robust E-NeRF synthetic dataset

San Francisco Mission Bay

SceneShinePeople

SeaThru-NeRF dataset

self-captured scenes

self-collected upper-body dataset

self-reconstruction

ShapeNet Chairs

Multi-view to Novel View

Shiny Synthetic

simulated dataset

Simulated underwater dataset

single view dataset

Single-Scene Intersection

sparse Mip-NeRF 360 dataset

Sparse Phototourism Dataset

Sparse Unbounded Drone Dataset

Spatial Video dataset

SplattingAvatar

Stage-Capture Dataset

Stagnant water(Outdoor)

StereoWorld-11M

Surface Optics Dataset

synthesized blurry dataset

Synthetic (OmniBlender)

Synthetic Blender dataset

synthetic dataset (4 CAD models)

Synthetic dataset (Deblur-NeRF scenes)

synthetic dataset of 200K 3D objects

synthetic datasets

Synthetic DCSZ dataset

synthetic dynamic hair dataset

synthetic foggy dataset

Synthetic Outdoor Dataset

Synthetic time-varying BRDF

Synthetic time-varying BRDF dataset

Synthia Novel View Synthesis

Multi-view to Novel View

TalkingHead-1KH

Tank-and-Temples

Tanks&Temples (TNT)

Tanks&Temples & DeepBlending

Tanks&Temples+DeepBlending

Technicolor Light Field

TensoSDF dataset

Total-Recon dataset

ULTRA-challenge-2025

Urban driving scenes

VFHQ + NeRSemble-v2

video representation

VisibleFixture-60

VRU (GZ) basketball court dataset

Water Synthetic

Waymo NOTR Dynamic32

Waymo Open Dataset (WOD)

Woodwork (w/o fluorescence)

World Across Time (WAT)

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