Behavioral Stylometry on Lichess 10k-40k+ (unseen)
0.86AccuracyHigh-Ranked Model
Evaluation Results
| Method | Links | |
|---|---|---|
| High-Ranked ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=578, Reference pool size=28442022.08 | 0.86 | |
| High-Ranked ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=986, Reference pool size=49112022.08 | 0.614 | |
| Universal ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=578, Reference pool size=28442022.08 | 0.497 | |
| Universal ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=986, Reference pool size=49112022.08 | 0.318 | |
| Behavioral Stylometry TransformerNumber of moves (|E|)=15, Candidate pool size (|C|)=578, Reference pool size=28442022.08 | 0.244 | |
| 400-Game ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=578, Reference pool size=28442022.08 | 0.195 | |
| Behavioral Stylometry TransformerNumber of moves (|E|)=15, Candidate pool size (|C|)=986, Reference pool size=49112022.08 | 0.151 | |
| 400-Game ModelNumber of moves (|E|)=15, Candidate pool size (|C|)=986, Reference pool size=49112022.08 | 0.13 |