free-65657eb1
done · peak unseen_mismatch 83.6
α schedule
α 3.8 ×43 α 1.123 ×16 α 4.139 ×21 α 1.329 ×83 α 4.207 ×98 α 1.047 ×39 α 1.047 ×100
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.047
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 | 54.2 ± 6.1 | 51.1 ± 2.3 | 52.6 ± 5.9 | 50.3 ± 1.8 |
| 110 | 56.6 ± 8.8 | 51.2 ± 3.6 | 54.3 ± 8.6 | 50.3 ± 2.9 |
| 120 | 59.9 ± 12.6 | 51.9 ± 6.9 | 57.6 ± 12.6 | 51.0 ± 5.7 |
| 130 | 64.3 ± 16.1 | 53.1 ± 9.7 | 62.6 ± 16.7 | 51.6 ± 8.7 |
| 140 | 69.1 ± 18.5 | 54.5 ± 10.6 | 67.4 ± 18.6 | 53.1 ± 10.0 |
| 150 | 74.5 ± 20.2 | 56.0 ± 12.0 | 73.0 ± 20.7 | 54.5 ± 11.7 |
| 160 | 79.1 ± 19.9 | 58.5 ± 13.4 | 77.5 ± 20.7 | 56.3 ± 12.9 |
| 170 | 84.2 ± 19.0 | 64.2 ± 16.3 | 82.8 ± 19.8 | 62.8 ± 15.7 |
| 180 | 87.2 ± 17.7 | 71.2 ± 16.7 | 85.7 ± 18.4 | 69.8 ± 15.7 |
| 190 | 88.8 ± 16.5 | 75.1 ± 16.6 | 87.1 ± 17.3 | 73.1 ± 16.1 |
| 200 | 89.3 ± 16.4 | 77.9 ± 15.2 | 87.3 ± 17.2 | 74.8 ± 15.1 |
| 210 | 89.5 ± 15.3 | 81.8 ± 15.9 | 86.9 ± 16.8 | 78.4 ± 15.7 |
| 220 | 88.5 ± 15.2 | 83.0 ± 15.2 | 84.9 ± 16.5 | 78.3 ± 14.4 |
| 230 | 89.1 ± 12.8 | 84.6 ± 12.8 | 84.2 ± 14.5 | 78.8 ± 12.7 |
| 240 | 88.7 ± 11.8 | 84.5 ± 11.8 | 83.0 ± 13.1 | 77.6 ± 12.3 |
| 250 | 88.6 ± 10.8 | 85.0 ± 11.2 | 82.7 ± 12.6 | 77.8 ± 11.2 |
| 260 | 88.8 ± 9.4 | 85.3 ± 10.8 | 81.7 ± 11.5 | 76.8 ± 10.8 |
| 270 | 91.9 ± 9.8 | 88.8 ± 11.3 | 87.2 ± 12.2 | 83.3 ± 12.1 |
| 280 | 93.2 ± 9.9 | 87.5 ± 15.7 | 89.8 ± 12.0 | 83.6 ± 15.8 |
| 290 | 94.5 ± 7.4 | 86.6 ± 13.7 | 91.5 ± 9.1 | 83.1 ± 14.1 |
| 300 | 97.8 ± 2.8 | 77.3 ± 18.2 | 96.8 ± 3.1 | 75.9 ± 17.4 |
| 310 | 98.8 ± 1.3 | 65.7 ± 14.9 | 98.3 ± 1.7 | 63.9 ± 13.3 |
| 320 | 99.8 ± 0.2 | 65.5 ± 10.3 | 99.6 ± 0.5 | 66.7 ± 12.0 |
| 330 | 100.0 ± 0.0 | 67.5 ± 14.5 | 99.9 ± 0.2 | 66.9 ± 14.4 |
| 340 | 100.0 ± 0.0 | 63.5 ± 19.7 | 100.0 ± 0.0 | 63.2 ± 18.3 |
| 350 | 100.0 ± 0.0 | 67.7 ± 16.8 | 100.0 ± 0.0 | 66.8 ± 18.4 |
| 360 | 100.0 ± 0.0 | 66.0 ± 3.1 | 100.0 ± 0.0 | 65.2 ± 6.8 |
| 370 | 100.0 ± 0.0 | 64.6 ± 6.9 | 100.0 ± 0.0 | 65.4 ± 4.2 |
| 380 | 100.0 ± 0.0 | 74.4 ± 9.0 | 100.0 ± 0.0 | 73.6 ± 5.3 |
| 390 | 100.0 ± 0.0 | 69.5 ± 17.5 | 100.0 ± 0.0 | 69.6 ± 12.3 |
| 400 | 100.0 ± 0.0 | 53.7 ± 11.2 | 100.0 ± 0.0 | 55.2 ± 7.4 |