SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 276–300 of 822 papers

TitleStatusHype
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation—0
Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images—0
Training Language Models on Synthetic Edit Sequences Improves Code SynthesisCode1
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck PerspectiveCode0
Restoring Super-High Resolution GPS Mobility Data—0
Targeted synthetic data generation for tabular data via hardness characterizationCode0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
DreamStruct: Understanding Slides and User Interfaces via Synthetic Data GenerationCode0
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining—0
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs—0
Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees—0
Preserving logical and functional dependencies in synthetic tabular dataCode0
Artificial Data Point Generation in Clustered Latent Space for Small Medical Datasets—0
KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation—0
Towards Synthetic Data Generation for Improved Pain Recognition in Videos under Patient ConstraintsCode0
MANTA -- Model Adapter Native generations that's Affordable—0
CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code RepairCode0
Making Large Language Models into World Models with Precondition and Effect Knowledge—0
Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation—0
Qwen2.5-Coder Technical ReportCode11
Synthetic data augmentation for robotic mobility aids to support blind and low vision people—0
Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models—0
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical RecordsCode0
Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data—0
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources—0
Show:102550
← PrevPage 12 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified