Skip to main content

View full-text article in PMC

. Author manuscript; available in PMC: 2021 Jul 1.

Published in final edited form as: Nat Cancer. 2021 Jan 25;2(2):233–244. doi: 10.1038/s43018-020-00169-2

Table 1 |.

Summary of datasets used for challenges

	Pretraining phase				Few-shot learning phase
	Agent	Platform	Tissue	Source	Agent	Platform	Tissue	Source
1a	CRISPR	Cell line	19 types	DepMap	CRISPR	Cell line	1 of 9 types^a	DepMap
1b	Drug	Cell line	30 types	GDSC1000	Drug	Cell line	1 of 19 types^a	GDSC1000
2	Drug	Cell line	30 types	GDSC1000	Drug	PDX-derived cell lines	Breast	PDTC BioBank
3	Drug	Cell line	30 types	GDSC1000	Drug	Xenograft	4 of 6 types	PDX Encyclopedia

^a

All available tissue types used for pretraining; only types with >14 samples used for few-shot learning.