faithful_zipfian
done · peak unseen_mismatch 96.6
Configuration
Figures
Results
seen_* generated at each grid point's own training α · unseen_* = held-out pairings, uniform (α-independent) · 1000 pairs per condition
| α | seen_match | seen_mismatch | unseen_match | unseen_mismatch |
|---|---|---|---|---|
| 0.0 | 100.0 ± 0.0 | 31.8 ± 27.7 | 100.0 ± 0.0 | 30.7 ± 26.6 |
| 0.1 | 100.0 ± 0.0 | 13.8 ± 19.9 | 100.0 ± 0.0 | 14.5 ± 20.1 |
| 0.2 | 100.0 ± 0.0 | 24.7 ± 19.6 | 100.0 ± 0.0 | 24.0 ± 19.1 |
| 0.3 | 100.0 ± 0.0 | 11.9 ± 17.0 | 100.0 ± 0.0 | 11.8 ± 16.9 |
| 0.4 | 100.0 ± 0.0 | 22.2 ± 20.5 | 100.0 ± 0.0 | 23.3 ± 22.0 |
| 0.5 | 100.0 ± 0.0 | 24.1 ± 30.1 | 100.0 ± 0.0 | 24.5 ± 30.6 |
| 0.6 | 100.0 ± 0.0 | 46.2 ± 37.6 | 100.0 ± 0.0 | 46.9 ± 36.9 |
| 0.7 | 100.0 ± 0.0 | 32.8 ± 28.7 | 100.0 ± 0.0 | 31.6 ± 27.9 |
| 0.8 | 100.0 ± 0.0 | 66.2 ± 30.3 | 100.0 ± 0.0 | 65.0 ± 30.5 |
| 0.9 | 100.0 ± 0.0 | 80.5 ± 17.6 | 100.0 ± 0.0 | 79.3 ± 18.5 |
| 1.0 | 100.0 ± 0.0 | 83.3 ± 21.9 | 100.0 ± 0.0 | 82.0 ± 21.9 |
| 1.1 | 100.0 ± 0.0 | 89.4 ± 22.6 | 99.8 ± 0.4 | 88.1 ± 22.6 |
| 1.2 | 99.7 ± 0.2 | 99.0 ± 0.9 | 98.4 ± 0.9 | 96.6 ± 2.1 |
| 1.3 | 99.6 ± 0.3 | 98.7 ± 1.1 | 97.8 ± 1.5 | 93.2 ± 3.9 |
| 1.4 | 99.3 ± 0.7 | 98.7 ± 0.7 | 96.5 ± 2.0 | 92.5 ± 3.3 |
| 1.5 | 99.5 ± 0.3 | 98.5 ± 0.8 | 96.2 ± 1.6 | 90.1 ± 3.7 |
| 1.6 | 99.3 ± 0.4 | 98.4 ± 0.7 | 93.1 ± 1.3 | 88.7 ± 4.1 |
| 1.7 | 99.4 ± 0.3 | 98.5 ± 0.5 | 91.8 ± 2.0 | 84.0 ± 4.5 |
| 1.8 | 99.4 ± 0.2 | 99.0 ± 0.5 | 91.7 ± 1.7 | 87.7 ± 3.0 |
| 1.9 | 99.4 ± 0.3 | 99.2 ± 0.3 | 91.2 ± 2.7 | 87.0 ± 3.0 |
| 2.0 | 99.6 ± 0.2 | 99.1 ± 0.3 | 92.8 ± 1.8 | 85.7 ± 5.5 |
| 2.1 | 99.6 ± 0.3 | 99.2 ± 0.5 | 88.1 ± 3.2 | 82.5 ± 2.4 |
| 2.2 | 99.6 ± 0.2 | 99.0 ± 0.5 | 89.8 ± 2.9 | 83.7 ± 4.7 |
| 2.3 | 99.5 ± 0.2 | 99.3 ± 0.3 | 88.0 ± 2.4 | 83.6 ± 5.1 |
| 2.4 | 99.7 ± 0.2 | 99.5 ± 0.2 | 87.1 ± 3.8 | 80.1 ± 3.9 |
| 2.5 | 99.7 ± 0.3 | 99.4 ± 0.4 | 85.9 ± 4.4 | 80.5 ± 4.8 |
| 2.6 | 99.7 ± 0.2 | 99.4 ± 0.3 | 86.3 ± 2.5 | 80.6 ± 4.5 |
| 2.7 | 99.7 ± 0.1 | 99.5 ± 0.2 | 83.9 ± 3.4 | 78.3 ± 3.9 |
| 2.8 | 99.7 ± 0.2 | 99.5 ± 0.3 | 84.2 ± 3.0 | 77.2 ± 4.5 |
| 2.9 | 99.8 ± 0.2 | 99.6 ± 0.2 | 81.0 ± 2.8 | 76.0 ± 2.9 |
| 3.0 | 99.8 ± 0.2 | 99.7 ± 0.1 | 83.3 ± 2.5 | 79.5 ± 3.2 |