fixed_2.5
done · peak unseen_mismatch 80.7
α schedule
α 2.5 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.5
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 | 52.8 ± 2.8 | 50.8 ± 1.3 | 50.4 ± 2.4 | 50.2 ± 2.0 |
| 110 | 54.3 ± 3.7 | 51.1 ± 2.5 | 51.8 ± 2.9 | 50.3 ± 1.7 |
| 120 | 55.6 ± 5.3 | 52.4 ± 3.5 | 53.0 ± 4.1 | 50.1 ± 2.2 |
| 130 | 58.1 ± 9.3 | 54.2 ± 4.9 | 55.1 ± 9.1 | 51.3 ± 2.5 |
| 140 | 62.9 ± 12.0 | 56.4 ± 7.0 | 59.1 ± 11.7 | 53.1 ± 4.8 |
| 150 | 66.7 ± 14.2 | 59.8 ± 10.7 | 63.0 ± 13.5 | 55.9 ± 8.4 |
| 160 | 73.4 ± 15.6 | 65.8 ± 12.8 | 68.6 ± 15.3 | 60.6 ± 10.8 |
| 170 | 77.0 ± 15.5 | 70.4 ± 13.2 | 71.6 ± 16.2 | 65.0 ± 11.6 |
| 180 | 81.6 ± 14.8 | 76.2 ± 13.6 | 76.1 ± 15.6 | 69.4 ± 13.4 |
| 190 | 84.6 ± 12.2 | 77.5 ± 12.5 | 78.1 ± 13.9 | 70.3 ± 11.1 |
| 200 | 87.9 ± 10.9 | 82.7 ± 10.8 | 80.7 ± 13.5 | 75.5 ± 10.7 |
| 210 | 90.9 ± 9.1 | 86.5 ± 9.8 | 83.2 ± 13.5 | 78.4 ± 12.0 |
| 220 | 91.0 ± 9.4 | 87.8 ± 9.8 | 83.0 ± 12.5 | 79.1 ± 11.1 |
| 230 | 91.7 ± 6.6 | 88.2 ± 7.4 | 81.8 ± 9.6 | 78.2 ± 8.9 |
| 240 | 92.0 ± 5.2 | 89.7 ± 5.6 | 82.2 ± 8.1 | 78.6 ± 7.4 |
| 250 | 93.2 ± 4.7 | 90.4 ± 5.9 | 83.0 ± 6.7 | 79.1 ± 5.9 |
| 260 | 93.7 ± 3.2 | 91.3 ± 3.7 | 83.6 ± 5.1 | 80.1 ± 4.2 |
| 270 | 93.7 ± 2.2 | 91.7 ± 2.5 | 82.8 ± 4.8 | 79.2 ± 3.7 |
| 280 | 94.0 ± 2.1 | 91.9 ± 2.3 | 83.3 ± 4.5 | 79.9 ± 5.0 |
| 290 | 94.0 ± 1.8 | 91.7 ± 2.2 | 82.4 ± 3.8 | 79.3 ± 3.4 |
| 300 | 94.2 ± 1.3 | 91.4 ± 1.8 | 82.7 ± 4.5 | 79.3 ± 4.0 |
| 310 | 93.9 ± 1.3 | 91.6 ± 1.7 | 82.3 ± 3.3 | 79.2 ± 2.9 |
| 320 | 94.3 ± 1.2 | 92.2 ± 1.6 | 84.0 ± 2.9 | 80.7 ± 2.6 |
| 330 | 94.4 ± 1.2 | 92.6 ± 1.1 | 83.1 ± 3.6 | 80.0 ± 3.1 |
| 340 | 94.0 ± 1.3 | 92.0 ± 1.9 | 82.1 ± 3.8 | 78.6 ± 4.5 |
| 350 | 94.4 ± 1.0 | 92.1 ± 1.9 | 82.4 ± 4.1 | 78.5 ± 5.1 |
| 360 | 93.8 ± 1.0 | 91.8 ± 1.7 | 81.7 ± 2.6 | 77.8 ± 3.6 |
| 370 | 94.1 ± 1.2 | 92.2 ± 1.7 | 82.2 ± 2.9 | 78.3 ± 3.6 |
| 380 | 94.2 ± 1.5 | 92.0 ± 1.7 | 82.0 ± 4.2 | 77.8 ± 3.4 |
| 390 | 94.4 ± 0.9 | 92.4 ± 1.4 | 81.7 ± 4.3 | 77.4 ± 3.5 |
| 400 | 93.9 ± 1.0 | 91.8 ± 1.5 | 79.5 ± 4.2 | 76.7 ± 3.6 |