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ResearchFormerly WizWand

Behavioral Stylometry on Lichess 10k-40k+ (unseen)

0.86AccuracyHigh-Ranked Model
0.10080.29790.4950.6921Aug 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
High-Ranked ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=578, Reference pool size=28442022.080.86
High-Ranked ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=986, Reference pool size=49112022.080.614
Universal ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=578, Reference pool size=28442022.080.497
Universal ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=986, Reference pool size=49112022.080.318
Behavioral Stylometry TransformerNumber of moves (|E|)=15, Candidate pool size (|C|)=578, Reference pool size=28442022.080.244
400-Game ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=578, Reference pool size=28442022.080.195
Behavioral Stylometry TransformerNumber of moves (|E|)=15, Candidate pool size (|C|)=986, Reference pool size=49112022.080.151
400-Game ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=986, Reference pool size=49112022.080.13