SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 822 papers

TitleStatusHype
BLEUBERI: BLEU is a surprisingly effective reward for instruction followingCode1
DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data GenerationCode1
Generating Traffic Scenarios via In-Context Learning to Learn Better Motion PlannerCode1
AnthroNet: Conditional Generation of Humans via AnthropometricsCode1
Diffusion-based Conditional ECG Generation with Structured State Space ModelsCode1
Black-Box Attacks on Sequential Recommenders via Data-Free Model ExtractionCode1
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMsCode1
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance AnalysisCode1
Boosting Synthetic Data Generation with Effective Nonlinear Causal DiscoveryCode1
RLIP: Relational Language-Image Pre-training for Human-Object Interaction DetectionCode1
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data GenerationCode1
GenerateCT: Text-Conditional Generation of 3D Chest CT VolumesCode1
dpmm: Differentially Private Marginal Models, a Library for Synthetic Tabular Data GenerationCode1
Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in ThaiCode1
Generating Multidimensional Clusters With Support LinesCode1
EEG Synthetic Data Generation Using Probabilistic Diffusion ModelsCode1
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANsCode1
SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and DatasetCode1
CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing IndustryCode1
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic DataCode1
GECTurk: Grammatical Error Correction and Detection Dataset for TurkishCode1
SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss FunctionsCode1
RAGSynth: Synthetic Data for Robust and Faithful RAG Component OptimizationCode1
Generalizing electrocardiogram delineation -- Training convolutional neural networks with synthetic data augmentationCode1
Generating Synthetic Handwritten Historical Documents With OCR Constrained GANsCode1
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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