SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 181–190 of 822 papers

TitleStatusHype
CryoCCD: Conditional Cycle-consistent Diffusion with Biophysical Modeling for Cryo-EM Synthesis—0
StressTest: Can YOUR Speech LM Handle the Stress?—0
Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages—0
SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback—0
Improving Heart Rejection Detection in XPCI Images Using Synthetic Data Augmentation—0
Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations—0
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data—0
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed EnvironmentsCode0
A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking—0
PIGPVAE: Physics-Informed Gaussian Process Variational Autoencoders—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