SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 81–90 of 822 papers

TitleStatusHype
ClarifyCoder: Clarification-Aware Fine-Tuning for Programmatic Problem Solving—0
Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code—0
A Statistical Approach for Synthetic EEG Data GenerationCode0
Learning from Reasoning Failures via Synthetic Data Generation—0
Scaling Instruction-Tuned LLMs to Million-Token Contexts via Hierarchical Synthetic Data Generation—0
MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation—0
Synthetic Data for Blood Vessel Network Extraction—0
Evaluating the Diversity and Quality of LLM Generated Content—0
Safe-Construct: Redefining Construction Safety Violation Recognition as 3D Multi-View Engagement Task—0
Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation—0
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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