fixed_2.8
done · peak unseen_mismatch 76.6
α schedule
α 2.8 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.8
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 | 54.5 ± 3.8 | 51.4 ± 2.4 | 51.2 ± 3.4 | 49.7 ± 1.8 |
| 110 | 56.0 ± 5.7 | 52.2 ± 3.2 | 52.3 ± 4.9 | 50.4 ± 2.1 |
| 120 | 58.6 ± 9.4 | 55.1 ± 6.0 | 55.1 ± 8.2 | 51.5 ± 4.0 |
| 130 | 62.1 ± 11.5 | 58.0 ± 8.0 | 58.5 ± 10.7 | 53.8 ± 5.7 |
| 140 | 67.1 ± 13.0 | 62.4 ± 9.2 | 62.8 ± 12.8 | 57.2 ± 7.0 |
| 150 | 73.3 ± 13.9 | 68.3 ± 10.9 | 67.1 ± 14.0 | 61.4 ± 9.3 |
| 160 | 78.2 ± 14.1 | 74.1 ± 12.6 | 70.9 ± 14.3 | 65.8 ± 11.6 |
| 170 | 81.5 ± 12.8 | 77.1 ± 11.8 | 73.3 ± 14.0 | 68.4 ± 11.3 |
| 180 | 84.5 ± 11.0 | 80.8 ± 9.8 | 76.2 ± 13.2 | 70.9 ± 11.2 |
| 190 | 87.3 ± 8.2 | 83.5 ± 7.6 | 77.8 ± 12.0 | 72.5 ± 9.6 |
| 200 | 88.6 ± 7.4 | 86.0 ± 7.8 | 78.6 ± 10.6 | 74.8 ± 10.0 |
| 210 | 89.9 ± 4.5 | 87.0 ± 4.9 | 78.8 ± 8.0 | 74.9 ± 6.9 |
| 220 | 90.2 ± 3.8 | 87.5 ± 4.2 | 78.6 ± 7.0 | 75.1 ± 5.3 |
| 230 | 91.1 ± 3.2 | 88.6 ± 3.0 | 79.5 ± 6.7 | 76.1 ± 5.4 |
| 240 | 90.8 ± 2.9 | 89.2 ± 2.6 | 78.0 ± 6.6 | 75.3 ± 5.5 |
| 250 | 91.7 ± 2.4 | 89.7 ± 2.2 | 78.8 ± 6.1 | 75.9 ± 4.7 |
| 260 | 91.7 ± 2.4 | 90.0 ± 2.0 | 79.1 ± 4.8 | 76.0 ± 3.9 |
| 270 | 92.0 ± 2.4 | 90.1 ± 2.1 | 79.1 ± 4.8 | 76.3 ± 3.1 |
| 280 | 92.1 ± 1.9 | 90.4 ± 1.9 | 79.4 ± 4.3 | 76.6 ± 3.5 |
| 290 | 92.4 ± 1.6 | 90.6 ± 1.5 | 79.3 ± 3.8 | 76.2 ± 3.2 |
| 300 | 92.8 ± 1.5 | 90.7 ± 1.5 | 80.2 ± 3.3 | 76.5 ± 2.7 |
| 310 | 92.1 ± 1.3 | 90.3 ± 1.5 | 78.9 ± 3.2 | 75.5 ± 2.4 |
| 320 | 92.1 ± 1.4 | 90.4 ± 1.8 | 78.7 ± 3.8 | 74.9 ± 3.6 |
| 330 | 92.5 ± 1.6 | 90.6 ± 1.8 | 77.9 ± 3.9 | 74.5 ± 3.4 |
| 340 | 92.7 ± 1.7 | 90.9 ± 1.3 | 78.3 ± 4.6 | 74.6 ± 3.6 |
| 350 | 92.6 ± 1.3 | 90.7 ± 1.5 | 78.4 ± 4.2 | 73.9 ± 4.3 |
| 360 | 92.8 ± 1.7 | 90.8 ± 1.9 | 78.7 ± 4.1 | 74.6 ± 4.9 |
| 370 | 92.9 ± 1.4 | 91.0 ± 1.8 | 78.4 ± 3.6 | 74.3 ± 4.1 |
| 380 | 92.7 ± 1.3 | 90.3 ± 1.7 | 77.6 ± 4.1 | 73.6 ± 4.4 |
| 390 | 93.3 ± 1.2 | 90.9 ± 1.5 | 78.7 ± 4.3 | 74.2 ± 3.7 |
| 400 | 93.1 ± 1.6 | 90.7 ± 1.5 | 77.4 ± 4.6 | 73.0 ± 3.5 |