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. Author manuscript; available in PMC: 2025 Jan 23.
Published in final edited form as: Proc (IEEE Conf Multimed Inf Process Retr). 2024 Oct 15;2024:369–375. doi: 10.1109/mipr62202.2024.00065

TABLE IV:

Test AUROC results under different pre-training schemas.

Methods Schema Datasets
CG CA DS AD CB BL IO IC
TransTab Self-VPCL 0.777 0.837 0.626 0.907 0.819 0.843 0.823 0.919
VPCL 0.776 0.858 0.637 0.907 0.862 0.844 0.819 0.919
UniTabE FT 0.790 0.940 0.660 0.910 0.880 0.840 0.760 —
MambaTab SSL 0.804 0.967 0.649 0.909 0.880 0.857 0.786 0.909