Lichess
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Strategy Games | LICHESS | Performance54.5 | 40 | |
| Adversarial Attack | Lichess-16M | Success Rate99.5 | 20 | |
| Behavioral Stylometry | Lichess 10k-40k+ (all) | Accuracy98.2 | 20 | |
| Behavioral stylometry | Lichess High-ranked subsets | Accuracy0.651 | 16 | |
| Behavioral stylometry | Lichess High-ranked ∪ 10K-40K+ | Accuracy80.6 | 12 | |
| Chess Playing | Lichess (Blitz) | Elo Rating (vs. Bots)2,940 | 9 | |
| Behavioral stylometry | Lichess 40k+ players | Accuracy100 | 8 | |
| Behavioral stylometry | Lichess 30k-40k+ players | Accuracy100 | 8 | |
| Behavioral stylometry | Lichess 20k-40k+ players | Accuracy100 | 8 | |
| Behavioral Stylometry | Lichess 10k-40k+ (unseen) | Accuracy0.86 | 8 | |
| Behavioral stylometry | Lichess 10k+ games (all) | P@198.2 | 6 | |
| Behavioral stylometry | Lichess 10k+ games (seen) | P@198.2 | 6 | |
| Behavioral stylometry | Lichess 10k+ games (unseen) | P@197.9 | 6 | |
| Behavioral stylometry | Lichess pool | Accuracy99.5 | 4 | |
| Behavioral Stylometry | Lichess High-ranked (unseen) | Accuracy30.1 | 4 | |
| Behavioral Stylometry | Lichess High-ranked (seen) | Accuracy26.5 | 4 | |
| Behavioral Stylometry | Lichess High-ranked high only C (unseen) | Accuracy30.8 | 4 | |
| Behavioral Stylometry | Lichess High-ranked high only C (seen) | Accuracy27.3 | 4 | |
| Behavioral Stylometry | Lichess High-ranked ∪ 10K-40K+ (seen) | Accuracy59 | 4 | |
| Behavioral Stylometry | Lichess 40k+ (unseen) | Accuracy90 | 4 | |
| Behavioral Stylometry | Lichess 40k+ (seen) | Accuracy89.5 | 4 | |
| Behavioral Stylometry | Lichess 30k-40k+ (unseen) | Accuracy87.5 | 4 | |
| Behavioral Stylometry | Lichess 30k-40k+ (seen) | Accuracy88.6 | 4 | |
| Behavioral Stylometry | Lichess 20k-40k+ (unseen) | Accuracy84.8 | 4 | |
| Behavioral Stylometry | Lichess 20k-40k+ (seen) | Accuracy87 | 4 |
Showing 25 of 29 rows