SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 41–50 of 822 papers

TitleStatusHype
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data—0
A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking—0
SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback—0
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed EnvironmentsCode0
PIGPVAE: Physics-Informed Gaussian Process Variational Autoencoders—0
The Prompt is Mightier than the Example—0
Large language model as user daily behavior data generator: balancing population diversity and individual personality—0
Data-Driven Breakthroughs and Future Directions in AI Infrastructure: A Comprehensive Review—0
V2V: Scaling Event-Based Vision through Efficient Video-to-Voxel SimulationCode1
Forging Time Series with Language: A Large Language Model Approach to 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