CTM-8000 (Convolutional Tsetlin Machine)

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 ClassificationonFashion-MNIST
Accuracy· 2019-05-23
91.5
best: 99.06 (pFedBreD_ns_mg)
SOTA
The Convolutional Tsetlin Machine arXiv:1905.09688
Image ClassificationonFashion-MNIST
Trainable Parameters· 2019-05-23
527250
best: 892362 (R-ExplaiNet-26)
SOTA
The Convolutional Tsetlin Machine arXiv:1905.09688
Image ClassificationonFashion-MNIST
Percentage error· 2019-05-23
8.5
best: 3.64 (PreAct-ResNet18 + FMix)
The Convolutional Tsetlin Machine arXiv:1905.09688