SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–325 of 822 papers

TitleStatusHype
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages—0
Boundless: Generating Photorealistic Synthetic Data for Object Detection in Urban StreetscapesCode0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates—0
Differentially Private Synthetic High-dimensional Tabular Stream—0
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling—0
Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators—0
Efficient LLM Scheduling by Learning to RankCode2
LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval TaskCode0
A density ratio framework for evaluating the utility of synthetic data—0
Value Alignment from Unstructured Text—0
Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech RecognitionCode0
Faster Private Minimum Spanning Trees—0
NFDI4Health workflow and service for synthetic data generation, assessment and risk management—0
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection—0
Winning Amazon KDD Cup'24—0
Advancing Post-OCR Correction: A Comparative Study of Synthetic DataCode0
VidModEx: Interpretable and Efficient Black Box Model Extraction for High-Dimensional SpacesCode0
ABC Align: Large Language Model Alignment for Safety & Accuracy—0
Algorithms for Collaborative Machine Learning under Statistical Heterogeneity—0
On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition—0
Optimizing Synthetic Data for Enhanced Pancreatic Tumor SegmentationCode0
VGGHeads: 3D Multi Head Alignment with a Large-Scale Synthetic DatasetCode2
On the Effect of Purely Synthetic Training Data for Different Automatic Speech Recognition Architectures—0
Flexible Generation of Preference Data for Recommendation AnalysisCode0
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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