ASAP Discovery x OpenADMET CompetitionTake part in the first prospective benchmark on Polaris.

Result

polaris/adme-fang-PERM-1_desc2D_RandomForestRegressor

desc2D + RandomForestRegressor

Submitted on: December 08, 2023,ID: R2Y0vJgCYCxQUl5eUT0bW

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baseline

null model

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Related benchmark

Detailed Results

Test set	Target label	Metric	Score
test	LOG_MDR1-MDCK_ER	r2	0.4997729280051534
test	LOG_MDR1-MDCK_ER	pearsonr	0.7160397929385267
test	LOG_MDR1-MDCK_ER	spearmanr	0.7113459417102012
test	LOG_MDR1-MDCK_ER	explained_var	0.5017722421736994
test	LOG_MDR1-MDCK_ER	mean_squared_error	0.24780877546541388
test	LOG_MDR1-MDCK_ER	mean_absolute_error	0.3898015336392828