fixed_1.9
done · peak unseen_mismatch 97.1
α schedule
α 1.9 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.9
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 | 51.7 ± 2.2 | 50.0 ± 1.0 | 50.0 ± 1.8 | 50.1 ± 1.9 |
| 110 | 52.5 ± 2.4 | 49.7 ± 1.4 | 51.1 ± 2.0 | 49.7 ± 2.0 |
| 120 | 52.3 ± 3.0 | 49.8 ± 1.7 | 51.4 ± 3.1 | 49.7 ± 1.5 |
| 130 | 52.8 ± 3.4 | 49.8 ± 1.5 | 51.8 ± 3.4 | 49.3 ± 1.8 |
| 140 | 55.2 ± 8.9 | 49.8 ± 3.5 | 54.6 ± 8.4 | 49.3 ± 2.3 |
| 150 | 59.0 ± 13.0 | 49.7 ± 6.8 | 57.6 ± 13.1 | 48.2 ± 5.2 |
| 160 | 62.3 ± 14.0 | 50.6 ± 8.1 | 60.9 ± 14.0 | 49.5 ± 6.7 |
| 170 | 65.9 ± 16.9 | 51.9 ± 9.3 | 63.7 ± 17.1 | 50.6 ± 8.0 |
| 180 | 69.2 ± 19.1 | 53.9 ± 13.1 | 67.8 ± 19.2 | 52.4 ± 12.2 |
| 190 | 76.5 ± 19.8 | 59.9 ± 15.5 | 75.0 ± 20.0 | 58.1 ± 15.7 |
| 200 | 81.5 ± 18.4 | 58.9 ± 13.7 | 80.5 ± 19.2 | 57.5 ± 13.8 |
| 210 | 86.4 ± 17.6 | 63.1 ± 11.9 | 85.0 ± 18.5 | 60.7 ± 10.7 |
| 220 | 89.5 ± 16.9 | 69.2 ± 12.7 | 88.1 ± 17.6 | 67.1 ± 11.8 |
| 230 | 91.5 ± 16.2 | 71.4 ± 18.4 | 90.3 ± 16.9 | 69.8 ± 17.2 |
| 240 | 91.6 ± 15.3 | 71.7 ± 16.0 | 90.8 ± 15.9 | 70.5 ± 15.4 |
| 250 | 92.1 ± 14.9 | 75.3 ± 14.9 | 91.4 ± 15.3 | 73.5 ± 14.7 |
| 260 | 94.7 ± 12.2 | 79.0 ± 13.5 | 94.5 ± 12.2 | 76.9 ± 13.4 |
| 270 | 95.2 ± 11.4 | 83.5 ± 12.6 | 94.5 ± 12.1 | 81.4 ± 12.6 |
| 280 | 95.8 ± 8.9 | 85.1 ± 11.1 | 95.2 ± 9.8 | 83.6 ± 11.1 |
| 290 | 97.9 ± 3.3 | 88.3 ± 4.5 | 97.5 ± 3.8 | 88.0 ± 3.1 |
| 300 | 98.7 ± 1.8 | 91.6 ± 8.1 | 98.1 ± 2.9 | 89.7 ± 6.8 |
| 310 | 98.8 ± 1.1 | 87.7 ± 8.0 | 96.8 ± 2.9 | 83.7 ± 6.8 |
| 320 | 99.0 ± 0.9 | 76.6 ± 16.6 | 97.2 ± 2.5 | 78.7 ± 13.1 |
| 330 | 100.0 ± 0.0 | 69.6 ± 0.0 | 100.0 ± 0.0 | 71.8 ± 0.0 |
| 340 | 100.0 ± 0.0 | 68.0 ± 0.0 | 100.0 ± 0.0 | 69.8 ± 0.0 |
| 350 | 100.0 ± 0.0 | 87.6 ± 0.0 | 100.0 ± 0.0 | 85.2 ± 0.0 |
| 360 | 100.0 ± 0.0 | 89.0 ± 0.0 | 100.0 ± 0.0 | 88.2 ± 0.0 |
| 370 | 100.0 ± 0.0 | 99.6 ± 0.0 | 99.6 ± 0.0 | 97.1 ± 0.0 |