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ResearchFormerly WizWand

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

98.2AccuracyBehavioral Stylometry Transformer
10.21633.05855.978.742Aug 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Behavioral Stylometry TransformerEvaluation Pool=all, E=0, C=2844, Move index (k)=02022.0898.2
Behavioral Stylometry TransformerEvaluation Pool=seen, E=0, C=2844, Move index (k)=02022.0898.2
Behavioral Stylometry TransformerEvaluation Pool=unseen, E=0, C=2844, Move index (k)=02022.0897.9
BaselineEvaluation Pool=all, E=0, C=2844, Move index (k)=02022.0893
BaselineEvaluation Pool=seen, E=0, C=2844, Move index (k)=02022.0893
BaselineEvaluation Pool=unseen, E=0, C=2844, Move index (k)=02022.0892.9
High-Ranked ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=2844, Reference pool size=28442022.0885.4
400 ModelEvaluation Pool=seen, E=0, C=2844, Move index (k)=02022.0881.5
400 ModelEvaluation Pool=all, E=0, C=2844, Move index (k)=02022.0881
400 ModelEvaluation Pool=unseen, E=0, C=2844, Move index (k)=02022.0879.1
High-Ranked ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=4911, Reference pool size=49112022.0859.5
Universal ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=2844, Reference pool size=28442022.0851.5
High ModelEvaluation Pool=seen, E=0, C=2844, Move index (k)=02022.0846.4
High ModelEvaluation Pool=all, E=0, C=2844, Move index (k)=02022.0845.5
High ModelEvaluation Pool=unseen, E=0, C=2844, Move index (k)=02022.0841.9
Universal ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=4911, Reference pool size=49112022.0832.5
Behavioral Stylometry TransformerNumber of moves (|E|)=15, Candidate pool size (|C|)=2844, Reference pool size=28442022.0826.8
400-Game ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=2844, Reference pool size=28442022.0820.2
Behavioral Stylometry TransformerNumber of moves (|E|)=15, Candidate pool size (|C|)=4911, Reference pool size=49112022.0815.8
400-Game ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=4911, Reference pool size=49112022.0813.6