fixed_2.3
done · peak unseen_mismatch 84.3
α schedule
α 2.3 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.3
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 | 53.4 ± 4.7 | 50.6 ± 1.5 | 51.3 ± 4.4 | 49.9 ± 1.8 |
| 110 | 54.7 ± 7.0 | 50.9 ± 1.9 | 52.4 ± 5.8 | 50.1 ± 1.7 |
| 120 | 56.1 ± 10.2 | 52.9 ± 5.5 | 54.2 ± 10.3 | 50.9 ± 4.6 |
| 130 | 57.3 ± 11.6 | 54.4 ± 8.1 | 55.7 ± 10.6 | 52.4 ± 7.6 |
| 140 | 61.9 ± 13.6 | 56.4 ± 9.6 | 59.4 ± 12.3 | 54.1 ± 8.5 |
| 150 | 65.8 ± 15.2 | 59.3 ± 13.3 | 64.0 ± 14.1 | 56.3 ± 12.2 |
| 160 | 70.5 ± 14.8 | 62.1 ± 11.5 | 66.5 ± 14.4 | 58.5 ± 10.2 |
| 170 | 76.2 ± 16.1 | 69.8 ± 13.9 | 72.0 ± 16.1 | 65.0 ± 12.8 |
| 180 | 80.7 ± 16.3 | 73.3 ± 13.7 | 76.9 ± 16.4 | 67.7 ± 12.7 |
| 190 | 84.5 ± 16.2 | 77.8 ± 14.2 | 80.2 ± 17.2 | 72.8 ± 13.8 |
| 200 | 86.6 ± 14.2 | 79.3 ± 12.4 | 82.1 ± 16.0 | 74.4 ± 12.3 |
| 210 | 90.2 ± 12.4 | 84.2 ± 12.7 | 85.6 ± 15.5 | 78.8 ± 13.4 |
| 220 | 90.1 ± 12.6 | 85.2 ± 12.2 | 84.2 ± 15.1 | 79.2 ± 12.6 |
| 230 | 90.0 ± 12.5 | 85.7 ± 12.3 | 84.1 ± 14.4 | 79.0 ± 11.7 |
| 240 | 91.5 ± 11.5 | 88.3 ± 12.4 | 85.2 ± 12.7 | 81.5 ± 11.3 |
| 250 | 90.7 ± 12.5 | 88.8 ± 12.3 | 83.9 ± 11.3 | 80.2 ± 10.9 |
| 260 | 91.8 ± 9.4 | 89.9 ± 10.0 | 84.6 ± 9.5 | 80.9 ± 10.1 |
| 270 | 91.9 ± 6.7 | 90.2 ± 7.0 | 83.4 ± 5.8 | 80.4 ± 5.9 |
| 280 | 93.0 ± 5.4 | 90.9 ± 6.2 | 85.2 ± 3.7 | 81.6 ± 4.9 |
| 290 | 94.5 ± 2.6 | 92.7 ± 4.1 | 86.8 ± 2.6 | 83.0 ± 2.7 |
| 300 | 95.1 ± 2.9 | 93.2 ± 4.3 | 86.9 ± 3.0 | 84.3 ± 4.1 |
| 310 | 96.1 ± 1.4 | 94.0 ± 1.7 | 86.8 ± 3.1 | 84.0 ± 3.0 |
| 320 | 95.7 ± 1.5 | 93.3 ± 2.2 | 87.2 ± 3.0 | 83.8 ± 3.4 |
| 330 | 96.2 ± 0.9 | 94.3 ± 0.9 | 86.8 ± 4.3 | 83.7 ± 4.0 |
| 340 | 96.4 ± 1.4 | 94.1 ± 1.2 | 86.7 ± 5.2 | 83.6 ± 5.5 |
| 350 | 96.4 ± 0.9 | 94.8 ± 1.5 | 87.6 ± 2.8 | 83.6 ± 3.4 |
| 360 | 95.1 ± 0.8 | 93.8 ± 1.5 | 84.8 ± 1.6 | 82.0 ± 2.1 |
| 370 | 95.3 ± 1.0 | 94.4 ± 1.4 | 85.1 ± 2.1 | 81.8 ± 3.6 |
| 380 | 95.1 ± 0.9 | 94.2 ± 1.4 | 83.9 ± 2.9 | 81.5 ± 3.6 |
| 390 | 95.2 ± 1.2 | 94.1 ± 1.9 | 84.8 ± 3.2 | 81.3 ± 4.3 |
| 400 | 95.0 ± 0.8 | 93.8 ± 1.0 | 83.3 ± 3.1 | 80.0 ± 3.9 |