free-028726eb
done · peak unseen_mismatch 90.0
α schedule
α 2.639 ×106 α 0.3656 ×28 α 2.617 ×93 α 0.4619 ×19 α 2.564 ×54 α 2.564 ×100
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.564
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 | 54.4 ± 4.4 | 50.6 ± 2.6 | 51.9 ± 3.5 | 49.6 ± 1.7 |
| 110 | 56.6 ± 7.2 | 51.6 ± 4.0 | 53.9 ± 6.6 | 50.1 ± 2.8 |
| 120 | 59.3 ± 10.2 | 51.9 ± 4.8 | 56.6 ± 10.4 | 50.4 ± 4.2 |
| 130 | 62.4 ± 14.9 | 52.0 ± 6.4 | 60.6 ± 15.1 | 50.4 ± 5.8 |
| 140 | 67.8 ± 17.8 | 52.1 ± 7.7 | 66.1 ± 18.4 | 50.6 ± 7.3 |
| 150 | 73.4 ± 18.8 | 55.3 ± 12.5 | 71.8 ± 19.2 | 54.1 ± 12.6 |
| 160 | 79.9 ± 18.4 | 60.9 ± 16.9 | 77.9 ± 19.3 | 58.5 ± 16.4 |
| 170 | 84.6 ± 17.8 | 66.4 ± 18.3 | 82.5 ± 19.0 | 64.3 ± 17.8 |
| 180 | 87.1 ± 17.6 | 71.9 ± 17.7 | 85.1 ± 19.1 | 69.7 ± 17.3 |
| 190 | 88.0 ± 16.5 | 73.9 ± 17.6 | 85.8 ± 18.0 | 70.7 ± 17.1 |
| 200 | 89.2 ± 14.8 | 75.3 ± 16.1 | 86.6 ± 16.5 | 71.8 ± 15.9 |
| 210 | 90.8 ± 13.4 | 79.1 ± 17.9 | 87.7 ± 15.5 | 75.1 ± 17.8 |
| 220 | 91.0 ± 11.7 | 80.4 ± 15.7 | 86.5 ± 14.5 | 74.8 ± 15.9 |
| 230 | 91.2 ± 10.9 | 80.0 ± 15.4 | 86.9 ± 13.2 | 74.3 ± 14.3 |
| 240 | 94.8 ± 10.2 | 82.3 ± 18.9 | 92.7 ± 12.1 | 79.3 ± 18.3 |
| 250 | 95.2 ± 10.4 | 76.4 ± 18.6 | 94.4 ± 11.6 | 73.9 ± 18.8 |
| 260 | 95.9 ± 9.8 | 74.9 ± 16.7 | 95.0 ± 11.4 | 71.6 ± 16.7 |
| 270 | 96.5 ± 8.0 | 76.5 ± 17.9 | 94.7 ± 10.4 | 74.2 ± 16.9 |
| 280 | 96.8 ± 6.3 | 81.6 ± 16.0 | 94.8 ± 8.6 | 77.7 ± 14.6 |
| 290 | 98.4 ± 2.3 | 86.1 ± 12.0 | 96.6 ± 4.8 | 83.1 ± 11.0 |
| 300 | 98.8 ± 1.7 | 89.4 ± 12.9 | 97.1 ± 4.8 | 85.6 ± 12.9 |
| 310 | 97.5 ± 2.5 | 89.8 ± 5.6 | 94.5 ± 5.6 | 84.6 ± 6.4 |
| 320 | 97.1 ± 2.8 | 91.1 ± 4.5 | 93.4 ± 6.0 | 85.9 ± 4.7 |
| 330 | 97.8 ± 1.8 | 95.9 ± 2.0 | 94.5 ± 4.3 | 90.0 ± 7.0 |
| 340 | 95.2 ± 2.2 | 92.8 ± 1.9 | 89.3 ± 4.6 | 84.2 ± 6.2 |
| 350 | 94.8 ± 3.2 | 92.8 ± 2.8 | 88.6 ± 6.5 | 83.5 ± 8.2 |
| 360 | 95.6 ± 1.2 | 92.5 ± 1.3 | 89.3 ± 2.6 | 84.0 ± 3.9 |
| 370 | 96.0 ± 2.0 | 94.3 ± 1.7 | 90.5 ± 4.7 | 85.3 ± 5.0 |
| 380 | 95.2 ± 0.9 | 93.8 ± 1.4 | 88.5 ± 4.3 | 84.2 ± 5.8 |
| 390 | 95.0 ± 1.0 | 93.3 ± 0.6 | 87.1 ± 1.1 | 80.9 ± 1.4 |
| 400 | 94.0 ± 1.8 | 92.0 ± 1.4 | 86.0 ± 3.5 | 80.3 ± 3.1 |