flat_1_6
done · peak unseen_mismatch 71.4
Referenced by
α schedule
α 1.6 ×400
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.6
seen_* probed at reference α = 1.4 · unseen_* = held-out pairings, uniform (α-independent) · 1000 pairs per condition
| iteration | seen_match | seen_mismatch | unseen_match | unseen_mismatch |
|---|---|---|---|---|
| 100 | 51.4 ± 3.4 | 49.6 ± 1.9 | 50.8 ± 3.3 | 49.6 ± 2.0 |
| 110 | 52.0 ± 4.3 | 49.7 ± 1.8 | 51.3 ± 4.3 | 49.6 ± 1.9 |
| 120 | 52.8 ± 5.4 | 49.8 ± 2.1 | 52.1 ± 5.4 | 49.5 ± 2.1 |
| 130 | 54.6 ± 7.5 | 49.8 ± 3.0 | 53.6 ± 7.3 | 49.4 ± 2.8 |
| 140 | 57.4 ± 11.4 | 49.2 ± 5.4 | 56.1 ± 11.2 | 48.9 ± 4.9 |
| 150 | 60.9 ± 14.9 | 49.4 ± 7.8 | 59.7 ± 14.8 | 48.9 ± 7.7 |
| 160 | 64.7 ± 17.6 | 49.9 ± 8.7 | 63.7 ± 17.7 | 49.3 ± 8.1 |
| 170 | 68.8 ± 19.9 | 50.4 ± 11.7 | 67.6 ± 20.5 | 49.5 ± 11.3 |
| 180 | 72.9 ± 20.9 | 51.4 ± 13.3 | 71.7 ± 21.3 | 50.8 ± 12.9 |
| 190 | 77.0 ± 21.1 | 52.6 ± 14.6 | 76.0 ± 21.5 | 51.8 ± 14.0 |
| 200 | 80.5 ± 21.0 | 53.7 ± 17.4 | 79.9 ± 21.3 | 52.9 ± 16.9 |
| 210 | 83.4 ± 19.9 | 55.4 ± 17.7 | 82.7 ± 20.4 | 54.7 ± 17.1 |
| 220 | 86.8 ± 18.3 | 55.6 ± 18.5 | 86.1 ± 19.0 | 54.8 ± 18.3 |
| 230 | 89.8 ± 16.7 | 57.7 ± 21.1 | 88.9 ± 17.5 | 57.0 ± 20.4 |
| 240 | 91.8 ± 15.6 | 58.5 ± 21.1 | 91.1 ± 16.2 | 57.8 ± 20.4 |
| 250 | 94.1 ± 13.6 | 57.8 ± 22.2 | 93.4 ± 14.4 | 57.1 ± 21.7 |
| 260 | 95.0 ± 13.3 | 56.2 ± 22.2 | 94.6 ± 13.6 | 55.4 ± 21.4 |
| 270 | 95.9 ± 12.5 | 57.6 ± 23.2 | 95.6 ± 12.8 | 56.9 ± 22.3 |
| 280 | 96.1 ± 11.9 | 57.0 ± 24.1 | 95.8 ± 12.6 | 56.1 ± 23.4 |
| 290 | 96.5 ± 11.4 | 57.7 ± 24.9 | 96.3 ± 11.9 | 56.9 ± 24.1 |
| 300 | 97.0 ± 10.5 | 57.0 ± 22.4 | 96.8 ± 11.0 | 56.4 ± 21.8 |
| 310 | 97.2 ± 10.0 | 60.6 ± 22.2 | 96.9 ± 11.1 | 59.9 ± 21.7 |
| 320 | 97.3 ± 10.0 | 60.1 ± 23.8 | 97.2 ± 10.6 | 59.4 ± 23.1 |
| 330 | 97.6 ± 9.5 | 57.8 ± 25.9 | 97.4 ± 9.9 | 57.0 ± 25.4 |
| 340 | 98.0 ± 8.2 | 60.3 ± 27.5 | 97.8 ± 8.9 | 59.5 ± 26.5 |
| 350 | 98.1 ± 7.5 | 57.9 ± 23.9 | 97.8 ± 8.8 | 57.4 ± 23.1 |
| 360 | 98.8 ± 4.6 | 58.6 ± 24.7 | 98.6 ± 5.3 | 58.0 ± 23.9 |
| 370 | 99.2 ± 2.8 | 59.8 ± 21.3 | 99.0 ± 3.5 | 59.2 ± 21.0 |
| 380 | 99.6 ± 1.7 | 63.5 ± 20.8 | 99.4 ± 2.3 | 62.8 ± 20.3 |
| 390 | 99.8 ± 0.7 | 67.7 ± 20.3 | 99.7 ± 1.2 | 67.3 ± 19.4 |
| 400 | 100.0 ± 0.1 | 72.0 ± 22.8 | 99.8 ± 0.6 | 71.4 ± 22.3 |