ML Research Wiki / Benchmarks / Semi-Supervised Image Classification / STL-10

STL-10

Semi-Supervised Image Classification Benchmark

Performance Over Time

📊 Showing 3 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 EnAET EnAET: A Self-Trained framework for Semi-Supervised and Supervised Learning with Ensemble Transformations 95.48 2019-11-21 📦 maple-research-lab/EnAET 📦 wang3702/EnAET
2 IIC Invariant Information Clustering for Unsupervised Image Classification and Segmentation 88.80 2018-07-17 📦 xu-ji/IIC 📦 astirn/IIC 📦 nathanin/IIC
3 CutOut Improved Regularization of Convolutional Neural Networks with Cutout 87.26 2017-08-15 📦 albumentations-team/albumentations 📦 PaddlePaddle/PaddleClas 📦 uoguelph-mlrg/Cutout

All Papers (3)