SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–10 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
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
Nemotron-4 340B Technical ReportCode4
MegActor: Harness the Power of Raw Video for Vivid Portrait AnimationCode4
TrueTeacher: Learning Factual Consistency Evaluation with Large Language ModelsCode4
FSID: Fully Synthetic Image Denoising via Procedural Scene GenerationCode4
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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