fixed_0.9
done · peak unseen_mismatch 50.1
α schedule
α 0.9 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 0.9
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 | 50.7 ± 2.0 | 49.8 ± 1.4 | 50.1 ± 1.9 | 50.1 ± 1.9 |
| 110 | 51.5 ± 1.4 | 49.4 ± 1.6 | 50.8 ± 1.7 | 49.6 ± 1.7 |
| 120 | 51.1 ± 1.9 | 49.6 ± 2.1 | 51.3 ± 2.2 | 49.2 ± 1.4 |
| 130 | 51.0 ± 2.0 | 49.6 ± 1.7 | 51.4 ± 1.8 | 49.6 ± 1.6 |
| 140 | 52.2 ± 5.2 | 48.6 ± 3.0 | 52.7 ± 4.1 | 48.4 ± 3.2 |
| 150 | 52.7 ± 7.9 | 47.4 ± 6.2 | 53.4 ± 7.6 | 47.7 ± 6.3 |
| 160 | 54.7 ± 10.7 | 45.8 ± 8.7 | 54.7 ± 10.8 | 46.6 ± 8.5 |
| 170 | 56.0 ± 12.6 | 45.8 ± 10.7 | 55.2 ± 12.7 | 45.8 ± 10.5 |
| 180 | 58.0 ± 15.3 | 44.4 ± 12.4 | 57.5 ± 15.4 | 44.4 ± 12.4 |
| 190 | 61.4 ± 17.2 | 43.5 ± 12.6 | 60.7 ± 17.1 | 43.8 ± 11.9 |
| 200 | 63.8 ± 19.9 | 41.4 ± 15.9 | 63.9 ± 20.1 | 41.5 ± 15.9 |
| 210 | 66.9 ± 21.8 | 40.6 ± 16.7 | 66.7 ± 21.9 | 40.7 ± 16.8 |
| 220 | 69.7 ± 21.3 | 40.9 ± 15.3 | 69.2 ± 21.8 | 40.5 ± 15.2 |
| 230 | 71.3 ± 21.8 | 38.0 ± 17.1 | 71.0 ± 22.2 | 38.0 ± 17.0 |
| 240 | 75.2 ± 22.0 | 33.0 ± 19.0 | 74.7 ± 22.1 | 33.4 ± 19.5 |
| 250 | 78.2 ± 22.1 | 37.8 ± 16.7 | 77.9 ± 22.3 | 37.3 ± 17.3 |
| 260 | 80.5 ± 21.5 | 32.1 ± 19.7 | 79.8 ± 22.0 | 32.0 ± 20.2 |
| 270 | 83.8 ± 21.3 | 33.1 ± 20.5 | 83.9 ± 21.1 | 33.1 ± 20.6 |
| 280 | 87.1 ± 19.1 | 29.1 ± 21.1 | 87.2 ± 18.9 | 29.4 ± 21.7 |
| 290 | 88.1 ± 18.9 | 30.9 ± 18.7 | 88.3 ± 19.0 | 30.4 ± 18.2 |
| 300 | 91.4 ± 16.0 | 31.1 ± 21.3 | 91.3 ± 16.1 | 30.2 ± 20.5 |
| 310 | 94.1 ± 13.8 | 30.4 ± 22.5 | 93.7 ± 14.3 | 30.1 ± 22.4 |
| 320 | 95.1 ± 14.1 | 30.9 ± 22.8 | 95.1 ± 14.0 | 31.0 ± 22.7 |
| 330 | 95.7 ± 13.1 | 30.6 ± 21.2 | 95.9 ± 12.5 | 30.5 ± 21.5 |
| 340 | 97.3 ± 10.2 | 30.4 ± 21.2 | 97.3 ± 10.2 | 30.6 ± 20.9 |
| 350 | 97.7 ± 9.2 | 30.2 ± 20.6 | 97.8 ± 9.0 | 29.1 ± 20.2 |
| 360 | 98.5 ± 6.3 | 38.2 ± 14.8 | 98.4 ± 6.8 | 37.2 ± 14.1 |
| 370 | 99.3 ± 3.1 | 31.1 ± 20.2 | 99.3 ± 3.1 | 30.7 ± 19.7 |
| 380 | 100.0 ± 0.0 | 30.0 ± 23.6 | 100.0 ± 0.1 | 29.8 ± 23.7 |
| 390 | 100.0 ± 0.0 | 32.1 ± 20.1 | 100.0 ± 0.0 | 32.2 ± 20.4 |
| 400 | 100.0 ± 0.0 | 34.4 ± 22.3 | 100.0 ± 0.0 | 34.6 ± 22.4 |