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ResearchFormerly WizWand

Behavioral Stylometry on Lichess High-ranked subsets

0.651AccuracyBaseline
0.226680.336840.4470.55716Aug 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BaselineEvaluation Pool=unseen, Task variant=high only C, E=0, C=2157, Move index (k)=02022.080.651
BaselineEvaluation Pool=unseen, Task variant=High-ranked, E=0, C=4911, Move index (k)=02022.080.649
BaselineEvaluation Pool=seen, Task variant=high only C, E=0, C=2157, Move index (k)=02022.080.614
BaselineEvaluation Pool=seen, Task variant=High-ranked, E=0, C=4911, Move index (k)=02022.080.605
Behavioral Stylometry TransformerEvaluation Pool=seen, Task variant=high only C, E=0, C=2157, Move index (k)=02022.080.569
Behavioral Stylometry TransformerEvaluation Pool=seen, Task variant=High-ranked, E=0, C=4911, Move index (k)=02022.080.565
Behavioral Stylometry TransformerEvaluation Pool=unseen, Task variant=high only C, E=0, C=2157, Move index (k)=02022.080.554
Behavioral Stylometry TransformerEvaluation Pool=unseen, Task variant=High-ranked, E=0, C=4911, Move index (k)=02022.080.549
High ModelEvaluation Pool=unseen, Task variant=high only C, E=0, C=2157, Move index (k)=02022.080.295
High ModelEvaluation Pool=seen, Task variant=high only C, E=0, C=2157, Move index (k)=02022.080.283
400 ModelEvaluation Pool=unseen, Task variant=high only C, E=0, C=2157, Move index (k)=02022.080.278
400 ModelEvaluation Pool=unseen, Task variant=High-ranked, E=0, C=4911, Move index (k)=02022.080.266
High ModelEvaluation Pool=unseen, Task variant=High-ranked, E=0, C=4911, Move index (k)=02022.080.263
400 ModelEvaluation Pool=seen, Task variant=high only C, E=0, C=2157, Move index (k)=02022.080.259
400 ModelEvaluation Pool=seen, Task variant=High-ranked, E=0, C=4911, Move index (k)=02022.080.244
High ModelEvaluation Pool=seen, Task variant=High-ranked, E=0, C=4911, Move index (k)=02022.080.243