SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 491–500 of 822 papers

TitleStatusHype
Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation—0
ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks—0
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models—0
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey—0
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data—0
Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics—0
Methods for generating and evaluating synthetic longitudinal patient data: a systematic review—0
GECTurk: Grammatical Error Correction and Detection Dataset for TurkishCode1
A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition—0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
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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