fixed_2.2
done · peak unseen_mismatch 84.6
α schedule
α 2.2 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.2
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 | 52.2 ± 2.9 | 50.3 ± 1.4 | 50.9 ± 2.6 | 49.8 ± 1.8 |
| 110 | 53.3 ± 4.5 | 50.7 ± 2.1 | 51.6 ± 3.8 | 50.1 ± 1.7 |
| 120 | 55.0 ± 9.6 | 51.4 ± 2.7 | 53.6 ± 9.3 | 50.0 ± 1.7 |
| 130 | 56.3 ± 11.3 | 53.5 ± 6.4 | 54.7 ± 10.4 | 51.4 ± 5.1 |
| 140 | 58.8 ± 12.9 | 54.1 ± 7.4 | 57.2 ± 11.2 | 51.9 ± 5.1 |
| 150 | 61.2 ± 13.0 | 55.7 ± 10.4 | 59.5 ± 12.3 | 52.9 ± 8.7 |
| 160 | 65.5 ± 15.1 | 58.9 ± 12.8 | 61.9 ± 14.7 | 56.2 ± 11.3 |
| 170 | 71.2 ± 16.7 | 63.8 ± 13.5 | 67.1 ± 16.6 | 59.8 ± 12.7 |
| 180 | 73.9 ± 17.9 | 67.6 ± 15.7 | 71.0 ± 17.5 | 64.3 ± 14.9 |
| 190 | 77.3 ± 18.0 | 71.2 ± 15.3 | 73.7 ± 18.6 | 66.9 ± 15.1 |
| 200 | 81.4 ± 17.1 | 75.6 ± 15.8 | 77.9 ± 17.4 | 71.1 ± 14.9 |
| 210 | 86.7 ± 14.1 | 79.8 ± 15.0 | 82.6 ± 15.5 | 74.8 ± 14.2 |
| 220 | 89.0 ± 13.2 | 82.9 ± 15.5 | 84.7 ± 14.3 | 77.9 ± 14.5 |
| 230 | 89.7 ± 14.1 | 83.7 ± 14.5 | 83.6 ± 14.8 | 77.9 ± 12.9 |
| 240 | 89.4 ± 13.3 | 82.6 ± 14.9 | 84.1 ± 13.2 | 75.7 ± 12.4 |
| 250 | 91.8 ± 11.1 | 85.2 ± 13.0 | 86.7 ± 11.8 | 78.3 ± 11.2 |
| 260 | 94.4 ± 6.6 | 84.5 ± 13.8 | 89.1 ± 8.3 | 77.5 ± 11.4 |
| 270 | 95.0 ± 5.3 | 90.1 ± 7.9 | 89.0 ± 8.4 | 81.8 ± 9.0 |
| 280 | 95.4 ± 3.0 | 91.1 ± 5.6 | 89.1 ± 6.9 | 82.2 ± 7.1 |
| 290 | 96.8 ± 2.0 | 91.5 ± 8.5 | 90.9 ± 5.4 | 82.8 ± 10.0 |
| 300 | 96.8 ± 1.4 | 90.2 ± 7.8 | 90.3 ± 4.7 | 81.7 ± 8.3 |
| 310 | 97.0 ± 1.6 | 92.3 ± 3.3 | 89.3 ± 4.9 | 82.6 ± 4.2 |
| 320 | 96.6 ± 1.6 | 92.8 ± 1.8 | 89.4 ± 4.3 | 82.7 ± 3.4 |
| 330 | 97.0 ± 1.5 | 94.1 ± 1.3 | 89.7 ± 5.5 | 84.6 ± 3.4 |
| 340 | 96.5 ± 1.8 | 94.3 ± 1.9 | 88.8 ± 5.5 | 84.0 ± 5.6 |
| 350 | 95.5 ± 0.9 | 93.1 ± 1.3 | 85.7 ± 2.2 | 80.4 ± 2.9 |
| 360 | 95.1 ± 0.7 | 92.6 ± 1.0 | 85.6 ± 1.9 | 80.6 ± 2.1 |
| 370 | 96.2 ± 0.5 | 93.2 ± 1.3 | 85.6 ± 2.8 | 80.5 ± 3.1 |
| 380 | 95.5 ± 0.8 | 92.8 ± 1.1 | 83.8 ± 1.7 | 77.6 ± 1.6 |
| 390 | 95.1 ± 1.1 | 92.7 ± 1.4 | 84.2 ± 1.8 | 78.5 ± 1.8 |
| 400 | 95.6 ± 1.0 | 92.9 ± 1.0 | 84.9 ± 2.2 | 78.8 ± 2.3 |