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
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation ModelsCode3
ReasonIR: Training Retrievers for Reasoning TasksCode3
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMsCode3
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task SynthesisCode3
A Survey on Deep Learning for Theorem ProvingCode3
SDialog: A Python Toolkit for Synthetic Dialogue Generation and AnalysisCode2
Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMsCode2
SVAD: From Single Image to 3D Avatar via Synthetic Data Generation with Video Diffusion and Data AugmentationCode2
Benchmarking Synthetic Tabular Data: A Multi-Dimensional Evaluation FrameworkCode2
Mellow: a small audio language model for reasoningCode2
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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