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ResearchFormerly WizWand

Transcriptomic Class Prediction on Multiple Animals Extended Transcriptomic Dataset

80Top-1 AccNeuPRINT
57.22463.13769.0574.963Nov 3, 2023
Updated 8mo ago

Evaluation results

MethodLinks
NeuPRINTClassifier=MLP, Context=Individual + Population, Learning Paradigm=Self-supervised2023.1180
NeuPRINTClassifier=MLP, Context=Individual, Learning Paradigm=Self-supervised2023.1177
NeuPRINTClassifier=Linear, Context=Individual, Learning Paradigm=Self-supervised2023.1174.6
NeuPRINTClassifier=Linear, Context=Individual + Population, Learning Paradigm=Self-supervised2023.1174.6
Transformer + ISIClassifier=Linear, Context=Individual, Learning Paradigm=Supervised2023.1171
Transformer + RawClassifier=MLP, Context=Individual, Learning Paradigm=Supervised2023.1170.7
Transformer + ISIClassifier=MLP, Context=Individual, Learning Paradigm=Supervised2023.1170.2
LOLCATClassifier=Linear, Context=Individual, Learning Paradigm=Supervised2023.1170
NeuPRINTClassifier=KNN, Context=Individual + Population, Learning Paradigm=Self-supervised2023.1170
PCAClassifier=MLP, Context=Individual, Learning Paradigm=Unsupervised2023.1168.2
Transformer + RawClassifier=Linear, Context=Individual, Learning Paradigm=Supervised2023.1167.5
PCAClassifier=KNN, Context=Individual, Learning Paradigm=Unsupervised2023.1167
RandomClassifier=Linear2023.1166.7
UMAPClassifier=MLP, Context=Individual, Learning Paradigm=Unsupervised2023.1166.7
RandomClassifier=MLP2023.1166
UMAPClassifier=Linear, Context=Individual, Learning Paradigm=Unsupervised2023.1166
NeuPRINTClassifier=KNN, Context=Individual, Learning Paradigm=Self-supervised2023.1165.9
PCAClassifier=Linear, Context=Individual, Learning Paradigm=Unsupervised2023.1164.5
UMAPClassifier=KNN, Context=Individual, Learning Paradigm=Unsupervised2023.1161.3
RandomClassifier=KNN2023.1158.1