An Algorithm for Routing Vectors in Sequences

Benchmark Model Rank Results
sentiment-analysis-on-sst-5-fine-grained-classificationHeinsen Routing + RoBERTa Large#2Accuracy: 59.8
sentiment-analysis-on-imdbHeinsen Routing + RoBERTa Large#4Accuracy: 96.2
image-classification-on-cifar-100Heinsen Routing + BEiT-large 16 224#10Percentage correct: 93.8PARAMS: 309.8M
image-classification-on-cifar-10Heinsen Routing + BEiT-large 16 224#12Percentage correct: 99.2
sentiment-analysis-on-sst-2-binary-classificationHeinsen Routing + RoBERTa-large#22Accuracy: 96.0
image-classification-on-imagenetHeinsen Routing + BEiT-large 16 224#138Top 1 Accuracy: 86.7%Number of params: 312.8M