SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 801–810 of 822 papers

TitleStatusHype
Learning to Generate Synthetic Data via Compositing—0
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation—0
DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis—0
Synthetic Data Generators: Sequential and Private—0
Compressing GANs using Knowledge Distillation—0
Learning Vine Copula Models For Synthetic Data Generation—0
Domain Randomization for Scene-Specific Car Detection and Pose EstimationCode0
UnrealROX: An eXtremely Photorealistic Virtual Reality Environment for Robotics Simulations and Synthetic Data GenerationCode0
Robust 6D Object Pose Estimation in Cluttered Scenes using Semantic Segmentation and Pose Regression Networks—0
Synthetically Supervised Feature Learning for Scene Text Recognition—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