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
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
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation ModelsCode3
ReasonIR: Training Retrievers for Reasoning TasksCode3
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMsCode3
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task SynthesisCode3
A Survey on Deep Learning for Theorem ProvingCode3
SDialog: A Python Toolkit for Synthetic Dialogue Generation and AnalysisCode2
Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMsCode2
SVAD: From Single Image to 3D Avatar via Synthetic Data Generation with Video Diffusion and Data AugmentationCode2
Benchmarking Synthetic Tabular Data: A Multi-Dimensional Evaluation FrameworkCode2
Mellow: a small audio language model for reasoningCode2
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data AugmentationCode2
Efficient LLM Scheduling by Learning to RankCode2
VGGHeads: 3D Multi Head Alignment with a Large-Scale Synthetic DatasetCode2
UniGen: A Unified Framework for Textual Dataset Generation Using Large Language ModelsCode2
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing ImageryCode2
Show:102550
← PrevPage 1 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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