ML Research Wiki / Benchmarks / Image Classification / smallNORB

smallNORB

Image Classification Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: Classification Error

Top Performing Models

Rank Model Paper Classification Error Date Code
1 DCNet Dense and Diverse Capsule Networks: Making the Capsules Learn Better 5.57 2018-05-10 📦 ssrp/Multi-level-DCNet
2 CapsNet Dynamic Routing Between Capsules 3.77 2017-10-26 📦 labmlai/annotated_deep_learning_paper_implementations 📦 naturomics/CapsNet-Tensorflow 📦 Sarasra/models
3 FRMS Fast Dynamic Routing Based on Weighted Kernel Density Estimation 2.20 2018-05-28 📦 andyweizhao/capsule 📦 andyweizhao/capsule_text_classification 📦 kevindeangeli/capsuleNetwork
4 VB-Routing Capsule Routing via Variational Bayes 1.29 2019-05-27 📦 fabio-deep/Variational-Capsule-Routing
5 Efficient-CapsNet Efficient-CapsNet: Capsule Network with Self-Attention Routing 1.23 2021-01-29 📦 EscVM/Efficient-CapsNet 📦 kaparoo/Efficient-CapsNet
6 Heinsen Routing An Algorithm for Routing Capsules in All Domains 0.90 2019-11-02 📦 glassroom/heinsen_routing

All Papers (6)