free-d7d5317e
done · peak unseen_mismatch 89.7
α schedule
α 2.904 ×83 α 1.832 ×14 α 3.12 ×20 α 1.497 ×49 α 2.879 ×66 α 1.625 ×43 α 2.942 ×25 α 2.942 ×100
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.942
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 | 55.0 ± 5.7 | 51.5 ± 3.0 | 52.5 ± 5.4 | 49.8 ± 2.4 |
| 110 | 58.6 ± 9.9 | 53.6 ± 6.1 | 55.2 ± 9.0 | 51.3 ± 4.2 |
| 120 | 62.1 ± 11.7 | 56.2 ± 7.4 | 58.3 ± 12.0 | 52.8 ± 5.9 |
| 130 | 66.0 ± 14.0 | 58.3 ± 9.2 | 61.2 ± 14.3 | 54.7 ± 8.2 |
| 140 | 71.3 ± 15.7 | 60.9 ± 11.9 | 66.8 ± 16.6 | 56.6 ± 10.9 |
| 150 | 77.1 ± 16.4 | 65.5 ± 14.3 | 73.1 ± 17.8 | 61.5 ± 13.7 |
| 160 | 82.8 ± 16.3 | 70.4 ± 14.6 | 79.5 ± 17.4 | 66.1 ± 13.9 |
| 170 | 88.6 ± 14.3 | 76.2 ± 15.5 | 86.0 ± 15.8 | 72.6 ± 15.2 |
| 180 | 91.3 ± 11.7 | 79.8 ± 13.7 | 88.7 ± 12.9 | 75.3 ± 12.9 |
| 190 | 93.6 ± 7.3 | 84.4 ± 11.5 | 90.3 ± 9.4 | 79.5 ± 11.3 |
| 200 | 94.6 ± 5.8 | 87.8 ± 8.6 | 91.1 ± 8.2 | 82.3 ± 8.7 |
| 210 | 95.2 ± 3.7 | 90.0 ± 5.6 | 90.5 ± 6.7 | 83.1 ± 6.3 |
| 220 | 95.0 ± 3.2 | 90.8 ± 4.6 | 89.6 ± 6.7 | 83.4 ± 6.0 |
| 230 | 94.8 ± 2.8 | 90.4 ± 7.0 | 88.6 ± 6.3 | 82.2 ± 7.5 |
| 240 | 96.1 ± 2.2 | 92.1 ± 6.4 | 91.0 ± 4.6 | 84.7 ± 6.3 |
| 250 | 97.8 ± 1.2 | 95.0 ± 3.5 | 94.2 ± 3.1 | 89.3 ± 3.8 |
| 260 | 97.9 ± 1.5 | 94.1 ± 7.3 | 93.7 ± 4.4 | 87.5 ± 7.3 |
| 270 | 98.4 ± 0.9 | 95.9 ± 3.4 | 94.5 ± 3.0 | 89.7 ± 4.2 |
| 280 | 97.7 ± 1.3 | 94.6 ± 2.4 | 92.5 ± 3.9 | 85.5 ± 4.7 |
| 290 | 94.7 ± 2.2 | 92.1 ± 2.5 | 85.9 ± 6.3 | 80.4 ± 7.2 |
| 300 | 93.7 ± 0.7 | 90.9 ± 1.3 | 85.3 ± 3.4 | 78.9 ± 3.5 |
| 310 | 93.5 ± 0.9 | 90.8 ± 1.5 | 85.0 ± 1.4 | 79.1 ± 3.0 |
| 320 | 93.1 ± 0.9 | 90.2 ± 1.4 | 82.0 ± 3.0 | 76.2 ± 3.4 |
| 330 | 92.7 ± 1.3 | 90.4 ± 0.9 | 81.6 ± 2.8 | 76.0 ± 2.4 |
| 340 | 93.2 ± 0.7 | 90.6 ± 1.0 | 81.6 ± 2.4 | 76.0 ± 4.1 |
| 350 | 93.2 ± 1.0 | 90.6 ± 1.1 | 82.2 ± 2.4 | 76.1 ± 2.2 |
| 360 | 92.8 ± 0.9 | 90.4 ± 1.1 | 82.3 ± 2.8 | 76.3 ± 3.2 |
| 370 | 92.6 ± 1.0 | 89.9 ± 1.1 | 81.3 ± 1.6 | 76.4 ± 2.7 |
| 380 | 93.5 ± 0.7 | 90.6 ± 1.6 | 81.5 ± 1.0 | 75.7 ± 2.7 |
| 390 | 93.2 ± 1.2 | 90.8 ± 1.3 | 79.9 ± 2.7 | 74.0 ± 2.2 |
| 400 | 92.5 ± 1.2 | 90.5 ± 1.1 | 80.0 ± 2.7 | 74.5 ± 2.7 |