fixed_2.1
done · peak unseen_mismatch 87.3
α schedule
α 2.1 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.1
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 | 53.2 ± 6.7 | 50.1 ± 1.2 | 51.6 ± 6.5 | 49.7 ± 2.0 |
| 110 | 53.9 ± 7.6 | 50.2 ± 2.0 | 52.4 ± 7.6 | 50.2 ± 2.2 |
| 120 | 54.3 ± 10.4 | 52.3 ± 7.7 | 53.8 ± 10.4 | 51.5 ± 7.0 |
| 130 | 55.1 ± 10.5 | 52.4 ± 6.6 | 54.1 ± 10.6 | 51.4 ± 6.4 |
| 140 | 57.2 ± 11.2 | 53.7 ± 9.9 | 56.0 ± 10.5 | 52.3 ± 8.7 |
| 150 | 59.8 ± 12.5 | 55.4 ± 11.1 | 58.4 ± 11.5 | 53.2 ± 10.0 |
| 160 | 62.6 ± 12.5 | 55.6 ± 8.6 | 60.1 ± 11.2 | 53.3 ± 7.3 |
| 170 | 68.9 ± 15.5 | 60.5 ± 12.4 | 66.0 ± 16.0 | 57.8 ± 11.5 |
| 180 | 71.7 ± 16.4 | 62.8 ± 12.3 | 68.4 ± 17.0 | 59.5 ± 11.0 |
| 190 | 79.4 ± 16.3 | 69.4 ± 12.7 | 76.2 ± 17.0 | 65.7 ± 12.0 |
| 200 | 85.3 ± 14.8 | 74.1 ± 12.7 | 82.6 ± 15.7 | 70.2 ± 11.3 |
| 210 | 90.9 ± 12.6 | 79.2 ± 13.1 | 87.8 ± 14.4 | 75.8 ± 13.0 |
| 220 | 93.1 ± 10.2 | 82.3 ± 13.4 | 90.3 ± 13.0 | 77.9 ± 14.7 |
| 230 | 93.5 ± 10.2 | 81.9 ± 14.0 | 91.2 ± 12.1 | 78.5 ± 13.9 |
| 240 | 94.6 ± 6.8 | 81.7 ± 10.5 | 91.1 ± 10.6 | 77.4 ± 11.0 |
| 250 | 96.3 ± 5.1 | 83.8 ± 13.0 | 93.7 ± 7.8 | 79.1 ± 11.8 |
| 260 | 96.0 ± 5.0 | 88.5 ± 7.5 | 93.0 ± 7.5 | 83.9 ± 7.3 |
| 270 | 96.6 ± 3.0 | 91.5 ± 4.3 | 93.1 ± 5.6 | 86.3 ± 5.6 |
| 280 | 97.4 ± 2.0 | 92.1 ± 6.4 | 93.9 ± 4.3 | 87.3 ± 6.2 |
| 290 | 97.4 ± 1.5 | 92.6 ± 4.8 | 94.8 ± 2.5 | 87.3 ± 5.2 |
| 300 | 97.8 ± 1.1 | 91.8 ± 6.3 | 94.6 ± 1.5 | 84.6 ± 8.1 |
| 310 | 98.2 ± 0.9 | 91.2 ± 6.1 | 94.1 ± 0.6 | 83.0 ± 8.4 |
| 320 | 97.4 ± 1.5 | 91.9 ± 4.3 | 92.7 ± 3.5 | 83.0 ± 1.6 |
| 330 | 97.7 ± 1.6 | 95.4 ± 1.7 | 93.1 ± 3.7 | 86.7 ± 3.9 |
| 340 | 97.6 ± 1.7 | 95.5 ± 2.9 | 91.9 ± 4.8 | 87.0 ± 6.5 |
| 350 | 95.0 ± 0.1 | 93.0 ± 0.1 | 87.3 ± 1.9 | 82.2 ± 2.5 |
| 360 | 96.3 ± 0.1 | 94.8 ± 1.2 | 88.8 ± 2.5 | 83.8 ± 3.8 |
| 370 | 96.5 ± 1.1 | 95.2 ± 1.2 | 89.3 ± 0.8 | 83.5 ± 0.8 |
| 380 | 96.6 ± 1.4 | 95.6 ± 1.6 | 89.4 ± 2.6 | 83.3 ± 3.1 |
| 390 | 96.5 ± 0.3 | 94.8 ± 1.2 | 88.4 ± 1.5 | 83.0 ± 0.2 |
| 400 | 96.8 ± 0.7 | 95.0 ± 0.9 | 88.1 ± 1.3 | 83.2 ± 0.6 |