SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 822 papers

TitleStatusHype
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMsCode3
A Survey on Deep Learning for Theorem ProvingCode3
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task SynthesisCode3
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation ModelsCode3
ReasonIR: Training Retrievers for Reasoning TasksCode3
Mellow: a small audio language model for reasoningCode2
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information RetrievalCode2
Benchmarking Synthetic Tabular Data: A Multi-Dimensional Evaluation FrameworkCode2
A Synthetic Dataset for Personal Attribute InferenceCode2
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data AugmentationCode2
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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