fixed_2.9
done · peak unseen_mismatch 75.3
α schedule
α 2.9 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.9
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 | 53.7 ± 4.6 | 51.5 ± 2.0 | 51.4 ± 4.1 | 50.4 ± 2.0 |
| 110 | 56.6 ± 6.4 | 52.9 ± 3.8 | 53.0 ± 5.3 | 51.1 ± 2.7 |
| 120 | 59.8 ± 10.5 | 56.0 ± 7.3 | 55.2 ± 9.1 | 52.5 ± 5.5 |
| 130 | 62.5 ± 12.0 | 59.2 ± 9.6 | 58.5 ± 11.1 | 54.8 ± 7.8 |
| 140 | 67.4 ± 13.4 | 63.2 ± 10.5 | 61.7 ± 13.2 | 57.8 ± 8.4 |
| 150 | 72.2 ± 14.6 | 68.3 ± 13.6 | 65.7 ± 14.5 | 61.4 ± 11.2 |
| 160 | 77.9 ± 12.6 | 72.1 ± 13.8 | 69.8 ± 13.8 | 64.3 ± 11.8 |
| 170 | 81.5 ± 9.4 | 76.0 ± 9.6 | 72.0 ± 12.0 | 66.4 ± 9.3 |
| 180 | 83.9 ± 9.4 | 79.3 ± 8.5 | 73.2 ± 12.0 | 67.7 ± 8.6 |
| 190 | 86.8 ± 9.2 | 82.8 ± 8.0 | 74.8 ± 12.3 | 70.7 ± 9.8 |
| 200 | 87.8 ± 6.9 | 84.8 ± 6.7 | 75.9 ± 11.6 | 71.8 ± 9.5 |
| 210 | 89.0 ± 6.8 | 86.1 ± 6.6 | 77.1 ± 11.1 | 73.5 ± 9.8 |
| 220 | 89.3 ± 5.5 | 87.2 ± 5.2 | 76.6 ± 9.5 | 73.7 ± 8.7 |
| 230 | 89.7 ± 3.6 | 87.8 ± 3.8 | 76.1 ± 7.0 | 73.0 ± 6.3 |
| 240 | 89.8 ± 3.3 | 88.1 ± 3.3 | 75.4 ± 6.2 | 73.4 ± 6.1 |
| 250 | 89.7 ± 3.1 | 88.4 ± 3.0 | 75.6 ± 5.8 | 72.9 ± 5.5 |
| 260 | 90.5 ± 3.0 | 88.9 ± 2.9 | 76.7 ± 5.7 | 74.0 ± 5.4 |
| 270 | 90.6 ± 2.6 | 88.8 ± 2.5 | 76.1 ± 4.4 | 73.6 ± 4.0 |
| 280 | 91.3 ± 2.3 | 89.1 ± 3.0 | 76.6 ± 4.6 | 74.1 ± 4.0 |
| 290 | 91.5 ± 2.3 | 89.5 ± 2.2 | 76.1 ± 4.3 | 73.5 ± 3.8 |
| 300 | 91.6 ± 2.1 | 89.9 ± 2.5 | 77.7 ± 3.2 | 74.7 ± 3.0 |
| 310 | 91.8 ± 1.9 | 89.7 ± 2.4 | 76.9 ± 3.9 | 74.7 ± 3.5 |
| 320 | 91.5 ± 1.7 | 89.8 ± 2.0 | 76.5 ± 4.6 | 73.8 ± 4.0 |
| 330 | 92.2 ± 1.2 | 90.4 ± 1.3 | 76.8 ± 2.9 | 73.9 ± 2.1 |
| 340 | 92.6 ± 1.4 | 90.7 ± 1.5 | 76.9 ± 3.8 | 73.8 ± 2.9 |
| 350 | 92.4 ± 1.5 | 90.6 ± 1.6 | 77.4 ± 4.4 | 73.6 ± 4.5 |
| 360 | 92.8 ± 1.3 | 91.0 ± 1.4 | 79.0 ± 3.3 | 75.3 ± 3.6 |
| 370 | 92.9 ± 1.3 | 91.1 ± 1.3 | 78.3 ± 3.7 | 74.9 ± 4.1 |
| 380 | 92.2 ± 1.0 | 90.5 ± 1.4 | 76.6 ± 3.0 | 73.2 ± 3.6 |
| 390 | 92.5 ± 1.0 | 90.8 ± 1.3 | 77.2 ± 4.0 | 73.6 ± 3.7 |
| 400 | 92.6 ± 1.3 | 90.8 ± 1.3 | 77.2 ± 3.7 | 73.4 ± 3.1 |