Fig. 2. scPoli reaches state-of-the-art performance on data integration and label transfer.

a, Mean integration score obtained using the benchmarked models on different datasets. The bars on the right show the average results across datasets. b, Overall scores across datasets for biological conservation and batch correction performance of the benchmarked models. c, Weighted F1 scores achieved by each model when classifying query cells on the various datasets. d, Weighted F1 score and the overall integration score of the models capable of both data integration and label transfer. e, Macro-averaged F1 query classification scores achieved by each model on the various datasets. f, Macro-averaged F1 score and the overall integration score of the models capable of both data integration and label transfer.