SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 261–270 of 822 papers

TitleStatusHype
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification ModelsCode0
A Little Human Data Goes A Long WayCode0
Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection—0
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection—0
LLM-based Code-Switched Text Generation for Grammatical Error Correction—0
TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMsCode0
DFIMat: Decoupled Flexible Interactive Matting in Multi-Person ScenariosCode0
Driving Privacy Forward: Mitigating Information Leakage within Smart Vehicles through Synthetic Data GenerationCode0
JurEE not Judges: safeguarding llm interactions with small, specialised Encoder Ensembles—0
SimpleStrat: Diversifying Language Model Generation with Stratification—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