fixed_2.7
done · peak unseen_mismatch 78.4
α schedule
α 2.7 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.7
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 | 53.6 ± 3.8 | 51.3 ± 1.7 | 50.8 ± 3.2 | 50.2 ± 2.1 |
| 110 | 55.9 ± 6.6 | 52.2 ± 3.6 | 52.7 ± 5.4 | 50.5 ± 2.7 |
| 120 | 58.7 ± 9.8 | 55.0 ± 6.6 | 55.4 ± 8.9 | 51.7 ± 4.9 |
| 130 | 61.6 ± 11.5 | 57.8 ± 8.2 | 57.8 ± 11.2 | 53.0 ± 6.1 |
| 140 | 66.4 ± 12.9 | 60.8 ± 8.8 | 61.4 ± 13.0 | 55.6 ± 7.0 |
| 150 | 72.3 ± 13.2 | 66.5 ± 11.5 | 66.5 ± 13.6 | 59.9 ± 9.8 |
| 160 | 77.2 ± 13.7 | 71.1 ± 13.7 | 70.8 ± 14.5 | 64.6 ± 12.2 |
| 170 | 81.8 ± 12.2 | 76.9 ± 11.6 | 74.5 ± 14.4 | 69.1 ± 11.7 |
| 180 | 83.3 ± 11.2 | 79.2 ± 10.5 | 75.3 ± 12.8 | 69.7 ± 10.5 |
| 190 | 87.6 ± 8.5 | 82.7 ± 9.1 | 78.7 ± 11.5 | 73.0 ± 9.6 |
| 200 | 89.2 ± 7.3 | 85.5 ± 7.8 | 80.6 ± 10.4 | 76.0 ± 9.1 |
| 210 | 89.8 ± 6.2 | 86.4 ± 6.5 | 80.2 ± 8.8 | 75.6 ± 7.7 |
| 220 | 90.3 ± 4.9 | 87.2 ± 5.6 | 79.9 ± 8.1 | 75.5 ± 6.4 |
| 230 | 91.3 ± 3.9 | 88.8 ± 4.1 | 80.3 ± 7.2 | 76.4 ± 5.9 |
| 240 | 91.5 ± 3.2 | 89.6 ± 3.3 | 79.9 ± 6.6 | 77.0 ± 5.5 |
| 250 | 92.5 ± 2.7 | 90.6 ± 2.4 | 81.7 ± 6.3 | 77.8 ± 5.2 |
| 260 | 92.8 ± 2.8 | 90.7 ± 2.8 | 81.7 ± 6.3 | 78.4 ± 5.3 |
| 270 | 92.2 ± 2.7 | 90.7 ± 2.8 | 80.5 ± 5.9 | 76.9 ± 5.5 |
| 280 | 92.6 ± 1.7 | 90.6 ± 1.7 | 80.3 ± 3.9 | 76.0 ± 3.2 |
| 290 | 92.9 ± 1.5 | 90.7 ± 1.6 | 80.3 ± 3.7 | 76.7 ± 3.4 |
| 300 | 93.2 ± 1.6 | 91.2 ± 1.5 | 81.1 ± 3.4 | 76.9 ± 3.4 |
| 310 | 93.1 ± 1.4 | 91.2 ± 1.7 | 80.5 ± 4.2 | 76.9 ± 3.3 |
| 320 | 93.1 ± 1.4 | 90.9 ± 1.6 | 80.6 ± 3.5 | 76.1 ± 3.9 |
| 330 | 93.6 ± 1.4 | 91.4 ± 1.7 | 80.3 ± 4.5 | 76.2 ± 3.9 |
| 340 | 93.5 ± 1.3 | 91.5 ± 1.5 | 80.4 ± 3.9 | 75.9 ± 3.6 |
| 350 | 93.1 ± 1.4 | 91.1 ± 1.5 | 78.5 ± 4.2 | 75.0 ± 4.0 |
| 360 | 93.6 ± 1.4 | 91.8 ± 1.1 | 80.4 ± 3.1 | 76.3 ± 3.3 |
| 370 | 93.4 ± 1.2 | 91.3 ± 1.3 | 79.4 ± 3.9 | 75.1 ± 4.1 |
| 380 | 93.2 ± 1.3 | 91.1 ± 1.5 | 78.8 ± 3.6 | 74.3 ± 4.7 |
| 390 | 93.8 ± 1.1 | 91.7 ± 1.3 | 79.7 ± 4.2 | 75.0 ± 4.5 |
| 400 | 93.6 ± 1.3 | 91.3 ± 1.6 | 78.0 ± 5.2 | 74.1 ± 4.0 |