SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 571–580 of 822 papers

TitleStatusHype
Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data—0
Chart-RCNN: Efficient Line Chart Data Extraction from Camera Images—0
ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke—0
ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction—0
ClarifyCoder: Clarification-Aware Fine-Tuning for Programmatic Problem Solving—0
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy—0
Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes—0
Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization—0
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation—0
CoddLLM: Empowering Large Language Models for Data Analytics—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