free-281a55d8
done · peak unseen_mismatch 87.6
α schedule
α 3.587 ×46 α 2.394 ×24 α 2.975 ×75 α 4.536 ×12 α 2.385 ×12 α 0.8641 ×131 α 0.8641 ×100
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 0.8641
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 | 57.2 ± 6.5 | 52.6 ± 4.5 | 53.2 ± 4.8 | 50.4 ± 3.1 |
| 110 | 61.9 ± 9.2 | 55.4 ± 6.1 | 56.3 ± 8.4 | 51.3 ± 4.1 |
| 120 | 66.7 ± 11.1 | 59.7 ± 8.2 | 60.6 ± 11.4 | 54.3 ± 6.4 |
| 130 | 73.5 ± 12.3 | 66.0 ± 10.0 | 65.9 ± 13.5 | 58.6 ± 8.6 |
| 140 | 79.5 ± 12.2 | 72.2 ± 10.7 | 71.1 ± 13.9 | 63.8 ± 10.0 |
| 150 | 82.9 ± 12.4 | 77.3 ± 10.6 | 74.5 ± 14.1 | 68.1 ± 10.8 |
| 160 | 84.7 ± 10.8 | 80.3 ± 9.6 | 75.3 ± 12.8 | 70.2 ± 9.9 |
| 170 | 87.4 ± 9.3 | 83.8 ± 8.7 | 78.0 ± 12.1 | 72.9 ± 10.1 |
| 180 | 91.1 ± 9.3 | 87.5 ± 9.5 | 84.2 ± 12.2 | 79.4 ± 11.3 |
| 190 | 94.8 ± 9.7 | 92.0 ± 9.7 | 91.8 ± 11.5 | 87.6 ± 11.5 |
| 200 | 94.4 ± 11.6 | 90.1 ± 11.6 | 92.2 ± 12.7 | 86.2 ± 12.3 |
| 210 | 94.3 ± 12.3 | 87.0 ± 14.6 | 93.4 ± 12.4 | 84.9 ± 14.4 |
| 220 | 94.4 ± 12.1 | 76.6 ± 17.7 | 92.3 ± 14.4 | 76.1 ± 16.8 |
| 230 | 94.1 ± 11.1 | 67.3 ± 25.3 | 92.7 ± 13.6 | 65.3 ± 23.7 |
| 240 | 96.5 ± 7.0 | 64.0 ± 32.3 | 95.1 ± 9.7 | 62.6 ± 31.3 |
| 250 | 95.7 ± 7.4 | 52.3 ± 28.6 | 95.2 ± 8.2 | 49.8 ± 27.1 |
| 260 | 98.6 ± 2.4 | 55.4 ± 29.4 | 98.4 ± 2.8 | 53.0 ± 27.0 |
| 270 | 100.0 ± 0.0 | 63.2 ± 24.9 | 100.0 ± 0.0 | 59.9 ± 25.3 |
| 280 | 100.0 ± 0.0 | 63.3 ± 30.7 | 100.0 ± 0.0 | 60.8 ± 28.3 |
| 290 | 100.0 ± 0.0 | 61.5 ± 33.7 | 100.0 ± 0.0 | 58.8 ± 32.4 |
| 300 | 100.0 ± 0.0 | 64.8 ± 28.4 | 100.0 ± 0.0 | 62.5 ± 28.1 |
| 310 | 100.0 ± 0.0 | 55.0 ± 30.7 | 100.0 ± 0.0 | 53.4 ± 30.1 |
| 320 | 100.0 ± 0.0 | 53.1 ± 8.9 | 100.0 ± 0.0 | 52.0 ± 9.5 |
| 330 | 100.0 ± 0.0 | 48.0 ± 7.5 | 100.0 ± 0.0 | 47.8 ± 8.1 |
| 340 | 100.0 ± 0.0 | 42.6 ± 29.9 | 100.0 ± 0.0 | 45.0 ± 29.2 |
| 350 | 100.0 ± 0.0 | 50.2 ± 9.9 | 100.0 ± 0.0 | 49.6 ± 11.6 |
| 360 | 100.0 ± 0.0 | 61.2 ± 13.7 | 100.0 ± 0.0 | 61.4 ± 14.4 |
| 370 | 100.0 ± 0.0 | 72.0 ± 22.9 | 100.0 ± 0.0 | 71.3 ± 22.6 |
| 380 | 100.0 ± 0.0 | 49.3 ± 0.0 | 100.0 ± 0.0 | 48.8 ± 0.0 |
| 390 | 100.0 ± 0.0 | 49.3 ± 0.0 | 100.0 ± 0.0 | 49.0 ± 0.0 |
| 400 | 100.0 ± 0.0 | 49.3 ± 0.0 | 100.0 ± 0.0 | 49.0 ± 0.0 |