SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 551–575 of 822 papers

TitleStatusHype
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation—0
BELLA: Black box model Explanations by Local Linear Approximations—0
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming—0
Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting—0
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events—0
BJTU-WeChat's Systems for the WMT22 Chat Translation Task—0
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation—0
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—0
Building Adaptive Acceptability Classifiers for Neural NLG—0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
CAGE: Probing Causal Relationships in Deep Generative Models—0
CALICO: Conversational Agent Localization via Synthetic Data Generation—0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms—0
Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code—0
Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks—0
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training—0
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines—0
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages—0
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
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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