fixed_0.8
done · peak unseen_mismatch 50.3
α schedule
α 0.8 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 0.8
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 | 50.6 ± 2.1 | 49.9 ± 1.1 | 50.0 ± 1.9 | 50.3 ± 1.9 |
| 110 | 51.3 ± 1.7 | 49.5 ± 1.3 | 50.5 ± 1.6 | 49.6 ± 1.9 |
| 120 | 50.8 ± 1.6 | 49.6 ± 1.7 | 51.0 ± 2.0 | 49.3 ± 1.4 |
| 130 | 51.3 ± 1.9 | 49.5 ± 1.9 | 51.5 ± 2.0 | 49.5 ± 1.6 |
| 140 | 51.1 ± 3.4 | 49.4 ± 2.3 | 51.5 ± 2.7 | 49.3 ± 1.9 |
| 150 | 51.5 ± 5.1 | 48.8 ± 2.7 | 52.3 ± 4.3 | 48.6 ± 2.8 |
| 160 | 53.1 ± 7.3 | 48.3 ± 3.2 | 52.8 ± 7.8 | 48.4 ± 2.8 |
| 170 | 54.7 ± 10.9 | 48.3 ± 4.0 | 54.3 ± 11.6 | 48.0 ± 3.7 |
| 180 | 56.1 ± 12.9 | 46.3 ± 9.4 | 55.7 ± 12.9 | 46.0 ± 9.3 |
| 190 | 58.4 ± 14.2 | 44.5 ± 12.0 | 58.0 ± 14.3 | 44.5 ± 11.9 |
| 200 | 59.9 ± 15.6 | 44.9 ± 11.1 | 60.2 ± 15.7 | 44.5 ± 11.2 |
| 210 | 63.1 ± 17.5 | 46.5 ± 7.6 | 62.7 ± 17.8 | 46.4 ± 6.8 |
| 220 | 68.6 ± 19.4 | 44.4 ± 12.3 | 67.3 ± 19.8 | 44.2 ± 11.9 |
| 230 | 73.9 ± 21.3 | 46.4 ± 13.2 | 73.5 ± 21.5 | 46.4 ± 13.0 |
| 240 | 78.1 ± 21.1 | 40.2 ± 16.0 | 78.0 ± 21.3 | 40.9 ± 16.3 |
| 250 | 82.8 ± 19.9 | 38.5 ± 12.3 | 82.3 ± 20.5 | 37.7 ± 12.2 |
| 260 | 86.7 ± 19.0 | 31.4 ± 17.1 | 86.5 ± 18.8 | 31.8 ± 16.2 |
| 270 | 90.2 ± 18.0 | 29.2 ± 18.7 | 90.1 ± 18.1 | 29.2 ± 18.9 |
| 280 | 91.3 ± 17.2 | 27.2 ± 17.4 | 91.4 ± 17.1 | 26.9 ± 17.5 |
| 290 | 92.6 ± 15.7 | 28.6 ± 19.1 | 93.1 ± 14.8 | 27.8 ± 18.7 |
| 300 | 94.9 ± 13.1 | 24.7 ± 22.1 | 95.0 ± 12.9 | 24.0 ± 21.8 |
| 310 | 96.8 ± 10.9 | 24.2 ± 19.8 | 96.8 ± 11.0 | 24.2 ± 20.2 |
| 320 | 97.6 ± 9.5 | 28.5 ± 23.6 | 97.4 ± 10.0 | 28.3 ± 23.2 |
| 330 | 98.0 ± 8.6 | 22.7 ± 20.5 | 98.0 ± 8.5 | 22.5 ± 20.3 |
| 340 | 98.7 ± 5.5 | 21.4 ± 19.7 | 98.8 ± 5.2 | 20.1 ± 19.1 |
| 350 | 99.5 ± 2.2 | 15.7 ± 18.4 | 99.5 ± 2.3 | 15.0 ± 17.7 |
| 360 | 100.0 ± 0.0 | 18.2 ± 17.9 | 100.0 ± 0.0 | 17.5 ± 17.5 |
| 370 | 100.0 ± 0.0 | 19.8 ± 20.1 | 100.0 ± 0.0 | 19.3 ± 20.2 |
| 380 | 100.0 ± 0.0 | 19.8 ± 20.3 | 100.0 ± 0.0 | 19.7 ± 20.5 |
| 390 | 100.0 ± 0.1 | 20.0 ± 21.0 | 99.9 ± 0.2 | 19.7 ± 20.9 |
| 400 | 100.0 ± 0.0 | 17.4 ± 23.5 | 100.0 ± 0.0 | 17.2 ± 23.5 |