fixed_1.0
done · peak unseen_mismatch 50.1
α schedule
α 1.0 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.0
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 | 50.9 ± 1.9 | 49.6 ± 1.6 | 49.9 ± 2.0 | 50.1 ± 1.8 |
| 110 | 51.8 ± 2.9 | 49.5 ± 2.3 | 51.1 ± 2.7 | 49.6 ± 2.2 |
| 120 | 51.5 ± 3.7 | 49.5 ± 2.2 | 51.6 ± 3.3 | 49.2 ± 1.5 |
| 130 | 52.5 ± 7.2 | 49.3 ± 3.1 | 53.0 ± 7.4 | 49.3 ± 3.0 |
| 140 | 52.8 ± 10.9 | 48.5 ± 5.7 | 53.5 ± 10.7 | 48.6 ± 4.7 |
| 150 | 54.1 ± 11.0 | 47.7 ± 5.0 | 54.4 ± 10.8 | 48.0 ± 4.6 |
| 160 | 54.9 ± 11.0 | 46.6 ± 7.2 | 54.4 ± 11.0 | 47.1 ± 7.1 |
| 170 | 55.0 ± 11.0 | 48.2 ± 3.6 | 54.2 ± 11.2 | 48.0 ± 3.2 |
| 180 | 58.6 ± 14.6 | 46.7 ± 7.0 | 57.9 ± 14.8 | 46.3 ± 6.7 |
| 190 | 62.3 ± 18.3 | 44.1 ± 10.7 | 61.8 ± 18.6 | 44.2 ± 10.7 |
| 200 | 64.9 ± 19.3 | 42.8 ± 12.5 | 64.3 ± 19.7 | 43.3 ± 12.4 |
| 210 | 69.3 ± 20.1 | 40.3 ± 13.1 | 68.2 ± 20.7 | 40.2 ± 13.9 |
| 220 | 75.0 ± 20.2 | 36.1 ± 14.8 | 74.3 ± 20.7 | 36.0 ± 15.0 |
| 230 | 80.6 ± 20.9 | 33.2 ± 16.3 | 80.1 ± 21.3 | 33.1 ± 16.3 |
| 240 | 84.0 ± 20.7 | 29.5 ± 17.3 | 83.3 ± 21.3 | 30.3 ± 17.6 |
| 250 | 84.9 ± 21.0 | 28.3 ± 18.3 | 84.6 ± 21.1 | 27.9 ± 18.1 |
| 260 | 87.9 ± 19.9 | 23.6 ± 19.5 | 88.0 ± 19.7 | 23.7 ± 19.4 |
| 270 | 88.9 ± 19.4 | 19.6 ± 20.0 | 89.3 ± 18.9 | 19.7 ± 20.2 |
| 280 | 90.6 ± 17.8 | 23.2 ± 19.3 | 90.8 ± 17.6 | 22.6 ± 19.4 |
| 290 | 92.9 ± 15.9 | 24.6 ± 20.9 | 93.0 ± 15.9 | 24.6 ± 20.6 |
| 300 | 94.5 ± 15.0 | 22.7 ± 19.9 | 94.5 ± 14.8 | 22.4 ± 19.3 |
| 310 | 95.2 ± 14.3 | 26.1 ± 22.0 | 95.0 ± 15.1 | 26.1 ± 21.9 |
| 320 | 94.9 ± 15.4 | 29.2 ± 20.6 | 95.1 ± 14.8 | 29.0 ± 20.4 |
| 330 | 95.1 ± 14.6 | 29.9 ± 21.6 | 95.2 ± 14.5 | 29.4 ± 21.2 |
| 340 | 95.3 ± 14.0 | 30.7 ± 21.5 | 95.4 ± 13.9 | 30.1 ± 21.5 |
| 350 | 95.5 ± 13.5 | 29.9 ± 25.3 | 95.7 ± 12.8 | 29.1 ± 24.5 |
| 360 | 96.0 ± 12.3 | 27.2 ± 21.5 | 95.9 ± 12.4 | 26.4 ± 20.8 |
| 370 | 97.2 ± 10.3 | 26.2 ± 21.1 | 97.1 ± 10.4 | 25.4 ± 20.9 |
| 380 | 98.2 ± 7.3 | 28.9 ± 23.1 | 98.2 ± 7.2 | 28.2 ± 23.0 |
| 390 | 98.9 ± 4.7 | 24.8 ± 23.6 | 99.1 ± 3.7 | 24.5 ± 24.1 |
| 400 | 99.7 ± 1.2 | 25.3 ± 22.6 | 99.8 ± 1.0 | 24.9 ± 22.8 |