fixed_3.0
done · peak unseen_mismatch 73.5
α schedule
α 3.0 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 3.0
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 | 54.8 ± 3.8 | 51.9 ± 2.6 | 51.3 ± 3.3 | 50.3 ± 1.9 |
| 110 | 57.7 ± 6.1 | 53.2 ± 4.3 | 53.1 ± 4.8 | 51.1 ± 2.7 |
| 120 | 60.9 ± 10.3 | 56.4 ± 7.1 | 56.2 ± 8.8 | 52.3 ± 5.1 |
| 130 | 64.3 ± 11.9 | 59.7 ± 9.7 | 58.8 ± 11.5 | 54.7 ± 8.1 |
| 140 | 70.6 ± 11.8 | 65.4 ± 9.9 | 63.7 ± 12.2 | 58.2 ± 7.9 |
| 150 | 76.8 ± 12.1 | 71.7 ± 10.7 | 68.9 ± 13.3 | 62.5 ± 8.8 |
| 160 | 80.8 ± 10.1 | 75.2 ± 9.0 | 72.1 ± 12.3 | 64.9 ± 9.5 |
| 170 | 85.2 ± 8.5 | 80.4 ± 7.4 | 75.0 ± 12.8 | 68.8 ± 9.9 |
| 180 | 86.7 ± 8.2 | 83.0 ± 7.0 | 76.1 ± 12.9 | 70.9 ± 10.1 |
| 190 | 88.4 ± 7.2 | 85.3 ± 6.3 | 77.3 ± 12.1 | 73.4 ± 10.1 |
| 200 | 87.9 ± 5.6 | 85.2 ± 5.7 | 75.0 ± 9.8 | 71.0 ± 8.0 |
| 210 | 88.2 ± 4.7 | 85.9 ± 4.7 | 74.7 ± 9.0 | 71.6 ± 7.5 |
| 220 | 88.8 ± 4.0 | 86.8 ± 3.9 | 75.2 ± 7.7 | 72.3 ± 6.9 |
| 230 | 89.1 ± 3.4 | 87.0 ± 3.2 | 74.9 ± 6.7 | 71.6 ± 5.9 |
| 240 | 89.6 ± 3.1 | 87.4 ± 3.1 | 74.7 ± 6.0 | 72.0 ± 5.6 |
| 250 | 89.7 ± 3.1 | 88.2 ± 2.8 | 75.8 ± 6.4 | 72.6 ± 6.4 |
| 260 | 90.3 ± 3.0 | 88.3 ± 2.5 | 75.6 ± 5.9 | 72.7 ± 4.8 |
| 270 | 90.1 ± 2.7 | 88.7 ± 2.2 | 75.5 ± 5.1 | 72.9 ± 4.5 |
| 280 | 90.8 ± 2.4 | 89.0 ± 1.9 | 75.7 ± 4.7 | 72.4 ± 3.9 |
| 290 | 91.0 ± 2.2 | 89.1 ± 1.9 | 75.5 ± 4.3 | 72.3 ± 4.1 |
| 300 | 91.3 ± 2.0 | 89.3 ± 1.9 | 76.7 ± 3.8 | 73.2 ± 2.9 |
| 310 | 91.2 ± 2.0 | 89.5 ± 1.7 | 76.6 ± 4.0 | 73.4 ± 4.1 |
| 320 | 91.3 ± 2.1 | 89.3 ± 1.9 | 76.5 ± 4.3 | 72.8 ± 3.4 |
| 330 | 91.4 ± 1.9 | 89.7 ± 2.0 | 76.4 ± 4.0 | 72.9 ± 3.4 |
| 340 | 92.0 ± 1.9 | 89.9 ± 2.1 | 76.0 ± 4.4 | 72.9 ± 3.9 |
| 350 | 92.2 ± 1.1 | 89.7 ± 2.0 | 76.0 ± 3.6 | 72.3 ± 4.6 |
| 360 | 92.2 ± 1.8 | 90.0 ± 1.6 | 77.5 ± 4.0 | 73.5 ± 4.1 |
| 370 | 92.2 ± 1.3 | 90.3 ± 2.0 | 77.1 ± 4.2 | 73.3 ± 4.3 |
| 380 | 91.9 ± 1.0 | 89.8 ± 1.5 | 75.7 ± 4.1 | 71.8 ± 4.1 |
| 390 | 92.3 ± 1.1 | 90.2 ± 1.8 | 76.2 ± 4.5 | 72.8 ± 4.4 |
| 400 | 92.3 ± 0.9 | 90.4 ± 1.3 | 76.3 ± 4.7 | 72.5 ± 4.4 |