SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 822 papers

TitleStatusHype
Qwen2.5-Coder Technical ReportCode11
Better Synthetic Data by Retrieving and Transforming Existing DatasetsCode7
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM WorkflowsCode5
LAB: Large-Scale Alignment for ChatBotsCode5
GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data GenerationCode4
FSID: Fully Synthetic Image Denoising via Procedural Scene GenerationCode4
MegActor: Harness the Power of Raw Video for Vivid Portrait AnimationCode4
TrueTeacher: Learning Factual Consistency Evaluation with Large Language ModelsCode4
TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic DataCode4
Nemotron-4 340B Technical ReportCode4
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task SynthesisCode3
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
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series ForecastingCode2
Pedagogical Alignment of Large Language ModelsCode2
Mellow: a small audio language model for reasoningCode2
REaLTabFormer: Generating Realistic Relational and Tabular Data using TransformersCode2
A Synthetic Dataset for Personal Attribute InferenceCode2
Improving 2D Human Pose Estimation in Rare Camera Views with Synthetic DataCode2
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated MotionCode2
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data AugmentationCode2
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information RetrievalCode2
Efficient LLM Scheduling by Learning to RankCode2
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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