SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 822 papers

TitleStatusHype
MarkushGrapher: Joint Visual and Textual Recognition of Markush StructuresCode1
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic DataCode1
CLIPPER: Compression enables long-context synthetic data generationCode1
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM GuardrailsCode1
SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and DatasetCode1
XRF V2: A Dataset for Action Summarization with Wi-Fi Signals, and IMUs in Phones, Watches, Earbuds, and GlassesCode1
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop DataCode1
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and RefinementCode1
Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition DataCode1
Generating Traffic Scenarios via In-Context Learning to Learn Better Motion PlannerCode1
Using matrix-product states for time-series machine learningCode1
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance AnalysisCode1
SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion ModelsCode1
Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in ThaiCode1
BhasaAnuvaad: A Speech Translation Dataset for 13 Indian LanguagesCode1
SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image ClassificationCode1
Training Language Models on Synthetic Edit Sequences Improves Code SynthesisCode1
Voice Disorder Analysis: a Transformer-based ApproachCode1
SynthesizRR: Generating Diverse Datasets with Retrieval AugmentationCode1
Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language ModelsCode1
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language ModelsCode1
An evaluation framework for synthetic data generation modelsCode1
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMsCode1
Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapesCode1
Synthetic Data Generation Framework, Dataset, and Efficient Deep Model for Pedestrian Intention PredictionCode1
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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