Go

Benchmarks

Task Name	Dataset Name	SOTA Result
Game Playing	Go (round-robin)	Avg Trials per Move5,375	30
Molecular Function Gene Ontology classification	GO MF	F1-macro51.1	22
Gene Classification	GO	AUC-ROC0.852	6
Zero-shot Policy Transfer	Go 7x7 (10 seeds × 100 games)	Win Rate76.4	6
Ancestor-descendant prediction	GO21 100% inferred descendant pairs	AUROC0.601	6
Ancestor-descendant prediction	GO21 100% inferred descendant pairs	mAP69.3	6
Ancestor-descendant prediction	GO21 50% inferred descendant pairs	mAP74.4	6
Go	Go 9x9 (head-to-head match)	Winrate100	5
Hierarchical classification	GO	Micro-F145.4	5
Board Game Playing	Go 15x15	Winrate63	4
Board Game Playing	Go 13x13	Winrate63.75	4
Board Game Playing	Go 11x11	Winrate63.25	4
Board Game Playing	Go 9x9	Winrate60.62	4
Board Game Playing	Go 7x7	Winrate57.75	4
Board Game Playing	Go 5x5	Winrate55.5	4
Go	Go Match vs AlphaGo Zero 3-day 100 games (train)	Wins31	2

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