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Generalizable Novel View Synthesis datasets

archive 2025-07-28

7 datasets carry the task tag "Generalizable Novel View Synthesis" (the task itself: Generalizable Novel View Synthesis), ordered by the archive's paper count. Page 1 of 1: 7 shown of 7. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Generalizable Novel View Synthesis 7

Generalizable Novel View Synthesis datasets 1–7 of 7

LLFF (Local Light Field Fusion)
Local Light Field Fusion (LLFF) is a practical and robust deep learning solution for capturing and rendering novel views of complex real-world scenes for virtual exploration.
Novel View SynthesisGeneralizable Novel View Synthesis3D Shape Reconstruction From A Single 2D Image3D scene Editing3D Object Editing
340 papers · 4 benchmarks
ACID (Aerial Coastline Imagery Dataset)
ACID consists of thousands of aerial drone videos of different coastline and nature scenes on YouTube.
VideosNovel View SynthesisGeneralizable Novel View Synthesis
41 papers · 1 benchmark
Spaces
We introduce our new dataset, Spaces, to provide a more challenging shared dataset for future view synthesis research.
ImagesNovel View SynthesisGeneralizable Novel View Synthesis
32 papers · 0 benchmarks
Shiny dataset
The shiny folder contains 8 scenes with challenging view-dependent effects used in our paper.
ImagesNovel View SynthesisGeneralizable Novel View Synthesis
17 papers · 0 benchmarks
RealEstate10K
RealEstate10K is a large dataset of camera poses corresponding to 10 million frames derived from about 80,000 video clips, gathered from about 10,000 YouTube videos.
VideosStereoNovel View SynthesisGeneralizable Novel View Synthesis
14 papers · 1 benchmark
ZJU-MoCap (ZJU-MoCap Dataset)
LightStage is a multi-view dataset, which is proposed in NeuralBody.
Generalizable Novel View Synthesis
8 papers · 0 benchmarks
NERDS 360 (NeRF for Reconstruction, Decomposition and Scene Synthesis of 360° outdoor scenes)
We present a large-scale dataset for 3D urban scene understanding.
Images3DRGB-D6DSemantic SegmentationInstance SegmentationDepth EstimationNovel View Synthesis6D Pose EstimationGeneralizable Novel View Synthesis
5 papers · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.