Stochastic Pooling

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision3 results

Image ClassificationonCIFAR-100
Percentage correct· 2013-01-16
57.5
best: 96.08 (EffNet-L2 (SAM))
SOTA
Stochastic Pooling for Regularization of Deep Convolutional Neural Networks arXiv:1301.3557
Image ClassificationonSVHN
Percentage error· 2013-01-16
2.8
best: 1 (E2E-M3)
SOTA
Stochastic Pooling for Regularization of Deep Convolutional Neural Networks arXiv:1301.3557
Image ClassificationonCIFAR-10
Percentage correct· 2013-01-16
84.9
best: 99.5 (ViT-H/14)
Stochastic Pooling for Regularization of Deep Convolutional Neural Networks arXiv:1301.3557