SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Showing 150 of 822 papers

TitleStatusHype
Qwen2.5-Coder Technical ReportCode11
Better Synthetic Data by Retrieving and Transforming Existing DatasetsCode7
LAB: Large-Scale Alignment for ChatBotsCode5
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM WorkflowsCode5
TrueTeacher: Learning Factual Consistency Evaluation with Large Language ModelsCode4
Nemotron-4 340B Technical ReportCode4
MegActor: Harness the Power of Raw Video for Vivid Portrait AnimationCode4
FSID: Fully Synthetic Image Denoising via Procedural Scene GenerationCode4
GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data GenerationCode4
TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic DataCode4
A Survey on Deep Learning for Theorem ProvingCode3
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMsCode3
ReasonIR: Training Retrievers for Reasoning TasksCode3
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation ModelsCode3
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task SynthesisCode3
SDialog: A Python Toolkit for Synthetic Dialogue Generation and AnalysisCode2
Synthetic QA Corpora Generation with Roundtrip ConsistencyCode2
Efficient LLM Scheduling by Learning to RankCode2
DigiFace-1M: 1 Million Digital Face Images for Face RecognitionCode2
VGGHeads: 3D Multi Head Alignment with a Large-Scale Synthetic DatasetCode2
Benchmarking Synthetic Tabular Data: A Multi-Dimensional Evaluation FrameworkCode2
UniGen: A Unified Framework for Textual Dataset Generation Using Large Language ModelsCode2
Towards Realistic Generative 3D Face ModelsCode2
SVAD: From Single Image to 3D Avatar via Synthetic Data Generation with Video Diffusion and Data AugmentationCode2
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing ImageryCode2
End-to-End Full-Page Optical Music Recognition for Pianoform Sheet MusicCode2
A Synthetic Dataset for Personal Attribute InferenceCode2
Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMsCode2
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time SeriesCode2
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series ForecastingCode2
Mellow: a small audio language model for reasoningCode2
Improving 2D Human Pose Estimation in Rare Camera Views with Synthetic DataCode2
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data AugmentationCode2
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information RetrievalCode2
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated MotionCode2
REaLTabFormer: Generating Realistic Relational and Tabular Data using TransformersCode2
UAVD4L: A Large-Scale Dataset for UAV 6-DoF LocalizationCode2
Pedagogical Alignment of Large Language ModelsCode2
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANsCode1
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic DataCode1
EEG Synthetic Data Generation Using Probabilistic Diffusion ModelsCode1
dpmm: Differentially Private Marginal Models, a Library for Synthetic Tabular Data GenerationCode1
Black-Box Attacks on Sequential Recommenders via Data-Free Model ExtractionCode1
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM GuardrailsCode1
Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging DomainsCode1
Diffusion-based Conditional ECG Generation with Structured State Space ModelsCode1
DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data GenerationCode1
BhasaAnuvaad: A Speech Translation Dataset for 13 Indian LanguagesCode1
Differentially Private Synthetic Medical Data Generation using Convolutional GANsCode1
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data GenerationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92Unverified
2GANAUROC0.87Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07Unverified
2CTGANEMD0.07Unverified