An Algorithm for Routing Vectors in Sequences

Benchmark Model Rank Results
image-classification-on-cifar-10Heinsen Routing + BEiT-large 16 224#11Percentage correct: 99.2
image-classification-on-cifar-100Heinsen Routing + BEiT-large 16 224#7Percentage correct: 93.8PARAMS: 309.8M
image-classification-on-imagenetHeinsen Routing + BEiT-large 16 224#127Top 1 Accuracy: 86.7%Number of params: 312.8M
sentiment-analysis-on-imdbHeinsen Routing + RoBERTa Large#4Accuracy: 96.2
sentiment-analysis-on-sst-2-binaryHeinsen Routing + RoBERTa-large#20Accuracy: 96.0
sentiment-analysis-on-sst-5-fine-grainedHeinsen Routing + RoBERTa Large#2Accuracy: 59.8