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Benchmarks

Task NameDataset NameSOTA ResultTrend
Game PlayingGo (round-robin)
Avg Trials per Move5,375
30
Gene ClassificationGO
AUC-ROC0.852
6
Zero-shot Policy TransferGo 7x7 (10 seeds × 100 games)
Win Rate76.4
6
Ancestor-descendant predictionGO21 100% inferred descendant pairs
AUROC0.601
6
Ancestor-descendant predictionGO21 100% inferred descendant pairs
mAP69.3
6
Ancestor-descendant predictionGO21 50% inferred descendant pairs
mAP74.4
6
GoGo 9x9 (head-to-head match)
Winrate100
5
Hierarchical classificationGO
Micro-F145.4
5
GoGo Match vs AlphaGo Zero 3-day 100 games (train)
Wins31
2
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