Branching/Merging CNN + Homogeneous Vector Capsules

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

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

Computer Vision3 results

Image ClassificationonMNIST
Accuracy· 2020-01-24
99.87
SOTA
No Routing Needed Between Capsules arXiv:2001.09136
Image ClassificationonMNIST
Percentage error· 2020-01-24
0.13
SOTA
No Routing Needed Between Capsules arXiv:2001.09136
Image ClassificationonMNIST
Trainable Parameters· 2020-01-24
1514187
best: 1882602 (Neural Architecture Search (NAS)-enabled Convolutional Neural Network (CNN))
SOTA
No Routing Needed Between Capsules arXiv:2001.09136