free-9723128c
done · peak unseen_mismatch 89.1
α schedule
α 3.286 ×17 α 4.929 ×59 α 0.05794 ×40 α 2.26 ×61 α 4.754 ×11 α 3.407 ×13 α 3.382 ×14 α 1.659 ×14 α 1.292 ×17 α 2.521 ×54 α 2.521 ×100
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.521
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 | 55.5 ± 5.0 | 50.5 ± 2.9 | 53.1 ± 4.3 | 49.6 ± 2.1 |
| 110 | 57.5 ± 9.2 | 49.6 ± 3.7 | 55.8 ± 8.8 | 48.9 ± 3.3 |
| 120 | 62.5 ± 14.1 | 49.5 ± 5.5 | 60.8 ± 13.8 | 48.6 ± 5.1 |
| 130 | 69.1 ± 17.7 | 51.4 ± 7.6 | 67.4 ± 18.0 | 49.6 ± 7.3 |
| 140 | 75.5 ± 18.6 | 55.6 ± 11.1 | 73.6 ± 19.7 | 53.8 ± 10.7 |
| 150 | 81.4 ± 18.5 | 60.0 ± 13.5 | 79.9 ± 19.7 | 57.9 ± 13.0 |
| 160 | 86.3 ± 17.1 | 63.9 ± 15.5 | 84.7 ± 18.3 | 62.0 ± 15.2 |
| 170 | 89.5 ± 16.1 | 69.1 ± 15.8 | 88.1 ± 16.9 | 66.6 ± 15.6 |
| 180 | 92.2 ± 13.5 | 75.8 ± 14.5 | 90.7 ± 14.7 | 73.2 ± 14.4 |
| 190 | 93.5 ± 10.9 | 82.3 ± 12.9 | 91.7 ± 12.4 | 78.8 ± 13.0 |
| 200 | 94.6 ± 9.4 | 84.9 ± 12.2 | 92.8 ± 10.5 | 81.6 ± 11.9 |
| 210 | 95.0 ± 7.7 | 88.0 ± 10.2 | 92.5 ± 9.4 | 84.1 ± 10.6 |
| 220 | 94.8 ± 8.5 | 90.7 ± 7.2 | 91.9 ± 9.6 | 86.0 ± 8.1 |
| 230 | 95.7 ± 9.4 | 92.9 ± 8.6 | 93.6 ± 10.2 | 89.1 ± 9.4 |
| 240 | 95.1 ± 12.2 | 90.5 ± 12.1 | 93.2 ± 13.3 | 87.1 ± 13.6 |
| 250 | 87.4 ± 19.2 | 74.6 ± 18.4 | 85.8 ± 19.0 | 72.0 ± 16.6 |
| 260 | 88.0 ± 17.7 | 85.2 ± 15.6 | 84.2 ± 18.4 | 79.2 ± 16.2 |
| 270 | 87.8 ± 11.8 | 85.3 ± 12.7 | 82.7 ± 12.8 | 78.9 ± 12.7 |
| 280 | 91.3 ± 8.0 | 89.1 ± 8.6 | 84.9 ± 11.1 | 80.7 ± 12.0 |
| 290 | 88.7 ± 6.2 | 86.3 ± 7.1 | 81.2 ± 6.8 | 76.3 ± 6.7 |
| 300 | 92.2 ± 4.7 | 87.9 ± 5.1 | 82.6 ± 4.6 | 77.7 ± 3.3 |
| 310 | 89.9 ± 0.4 | 86.0 ± 2.0 | 80.1 ± 3.5 | 74.7 ± 1.6 |
| 320 | 92.1 ± 1.8 | 89.0 ± 3.0 | 82.8 ± 0.9 | 77.2 ± 0.8 |
| 330 | 93.0 ± 1.6 | 88.8 ± 3.6 | 82.8 ± 1.6 | 77.3 ± 0.2 |
| 340 | 93.8 ± 1.2 | 90.5 ± 1.6 | 86.7 ± 1.3 | 82.5 ± 0.7 |
| 350 | 95.6 ± 1.4 | 91.8 ± 0.2 | 86.8 ± 7.3 | 79.5 ± 4.5 |
| 360 | 95.9 ± 2.1 | 91.2 ± 0.7 | 88.3 ± 7.8 | 80.4 ± 3.5 |
| 370 | 95.7 ± 1.7 | 90.7 ± 0.1 | 88.0 ± 8.0 | 79.8 ± 3.4 |
| 380 | 96.3 ± 1.2 | 93.5 ± 0.7 | 90.5 ± 5.2 | 84.7 ± 4.7 |
| 390 | 95.2 ± 0.5 | 92.3 ± 0.7 | 87.5 ± 4.8 | 83.1 ± 3.4 |
| 400 | 95.9 ± 0.9 | 94.3 ± 1.8 | 90.8 ± 5.0 | 86.7 ± 4.7 |