SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 822 papers

TitleStatusHype
SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data—0
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection—0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
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
TAMIS: Tailored Membership Inference Attacks on Synthetic Data—0
Synthetic News Generation for Fake News Classification—0
Beyond a Single Mode: GAN Ensembles for Diverse Medical Data GenerationCode0
XL-Instruct: Synthetic Data for Cross-Lingual Open-Ended Generation—0
Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications—0
Assessing Generative Models for Structured Data—0
Scaling Laws of Synthetic Data for Language Models—0
Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset Generation—0
Project Jenkins: Turning Monkey Neural Data into Robotic Arm Movement, and Back—0
ELTEX: A Framework for Domain-Driven Synthetic Data GenerationCode0
Synthetic Data Generation Using Large Language Models: Advances in Text and Code—0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
AugGen: Synthetic Augmentation Can Improve Discriminative Models—0
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks—0
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets—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