SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–100 of 822 papers

TitleStatusHype
Unified Multi-Task Learning & Model Fusion for Efficient Language Model Guardrailing—0
MEDIBENG WHISPER TINY: A FINE-TUNED CODE-SWITCHED BENGALI-ENGLISH TRANSLATOR FOR CLINICAL APPLICATIONSCode1
TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation—0
Optimizing the Privacy-Utility Balance using Synthetic Data and Configurable Perturbation Pipelines—0
A Comprehensive Survey of Synthetic Tabular Data GenerationCode1
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
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data—0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection—0
SemEval-2025 Task 5: LLMs4Subjects -- LLM-based Automated Subject Tagging for a National Technical Library's Open-Access CatalogCode0
A Self-Supervised Framework for Space Object Behaviour Characterisation—0
Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use—0
CORTEX-AVD: A Framework for CORner Case Testing and EXploration in Autonomous Vehicle Development—0
Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—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