flat_1_8
done · peak unseen_mismatch 80.4
Referenced by
α schedule
α 1.8 ×400
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.8
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 | 51.6 ± 3.4 | 49.8 ± 1.6 | 50.7 ± 3.2 | 49.7 ± 1.7 |
| 110 | 52.5 ± 4.9 | 50.0 ± 1.8 | 51.6 ± 4.8 | 49.7 ± 1.9 |
| 120 | 54.0 ± 7.0 | 49.8 ± 2.5 | 53.1 ± 6.9 | 49.5 ± 2.4 |
| 130 | 57.1 ± 10.2 | 50.3 ± 3.9 | 55.4 ± 10.1 | 49.6 ± 3.5 |
| 140 | 59.8 ± 13.1 | 50.5 ± 5.4 | 58.3 ± 13.3 | 49.8 ± 4.8 |
| 150 | 63.8 ± 16.0 | 52.2 ± 7.0 | 62.2 ± 16.1 | 51.1 ± 6.5 |
| 160 | 68.1 ± 18.4 | 54.0 ± 9.4 | 66.4 ± 18.7 | 52.7 ± 8.9 |
| 170 | 73.1 ± 19.9 | 57.3 ± 12.5 | 71.4 ± 20.5 | 55.8 ± 11.8 |
| 180 | 76.8 ± 20.0 | 58.9 ± 15.2 | 75.3 ± 20.9 | 57.4 ± 14.5 |
| 190 | 81.3 ± 19.5 | 60.8 ± 16.8 | 79.8 ± 20.2 | 59.1 ± 15.8 |
| 200 | 84.6 ± 18.9 | 62.7 ± 16.6 | 83.4 ± 19.6 | 61.1 ± 15.9 |
| 210 | 87.4 ± 18.0 | 63.9 ± 18.5 | 86.2 ± 18.9 | 62.4 ± 17.9 |
| 220 | 89.1 ± 16.8 | 63.6 ± 18.2 | 88.1 ± 17.5 | 62.0 ± 17.4 |
| 230 | 91.5 ± 15.4 | 68.5 ± 19.4 | 90.6 ± 16.2 | 66.6 ± 18.6 |
| 240 | 92.5 ± 14.5 | 69.5 ± 20.2 | 91.4 ± 15.4 | 67.6 ± 19.4 |
| 250 | 94.1 ± 12.3 | 70.5 ± 19.7 | 93.1 ± 13.3 | 68.3 ± 19.0 |
| 260 | 95.3 ± 11.0 | 72.6 ± 20.7 | 94.3 ± 12.7 | 70.9 ± 20.3 |
| 270 | 96.4 ± 8.5 | 72.9 ± 18.0 | 95.5 ± 9.8 | 70.8 ± 17.1 |
| 280 | 97.4 ± 7.1 | 78.0 ± 17.8 | 96.6 ± 8.4 | 75.8 ± 17.2 |
| 290 | 97.8 ± 6.3 | 74.9 ± 16.2 | 96.9 ± 8.6 | 72.8 ± 15.2 |
| 300 | 98.5 ± 5.0 | 75.7 ± 17.4 | 97.8 ± 6.2 | 74.1 ± 16.3 |
| 310 | 99.1 ± 2.9 | 78.6 ± 18.6 | 98.4 ± 5.4 | 76.3 ± 18.0 |
| 320 | 99.2 ± 2.6 | 76.2 ± 19.4 | 98.6 ± 4.4 | 74.4 ± 18.8 |
| 330 | 99.3 ± 1.6 | 71.3 ± 16.8 | 98.4 ± 4.0 | 69.1 ± 15.0 |
| 340 | 99.4 ± 1.4 | 69.4 ± 19.6 | 98.6 ± 3.1 | 67.6 ± 17.4 |
| 350 | 99.4 ± 1.3 | 68.9 ± 18.1 | 98.8 ± 2.7 | 67.0 ± 16.3 |
| 360 | 99.5 ± 1.1 | 74.5 ± 20.6 | 98.3 ± 3.3 | 72.7 ± 19.1 |
| 370 | 99.2 ± 1.5 | 69.6 ± 24.9 | 97.9 ± 3.4 | 66.8 ± 21.9 |
| 380 | 99.3 ± 1.5 | 71.8 ± 18.8 | 97.8 ± 4.3 | 69.1 ± 14.4 |
| 390 | 99.3 ± 1.4 | 79.3 ± 18.5 | 97.7 ± 4.7 | 76.7 ± 14.8 |
| 400 | 99.2 ± 1.4 | 82.9 ± 16.7 | 97.2 ± 5.0 | 80.4 ± 13.9 |