fixed_2.4
done · peak unseen_mismatch 83.0
α schedule
α 2.4 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.4
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 | 52.7 ± 2.7 | 50.6 ± 1.1 | 50.6 ± 2.0 | 50.1 ± 1.9 |
| 110 | 54.5 ± 5.7 | 51.4 ± 2.8 | 51.7 ± 4.7 | 50.4 ± 2.3 |
| 120 | 55.8 ± 7.2 | 52.5 ± 4.3 | 53.6 ± 7.1 | 50.2 ± 2.9 |
| 130 | 57.7 ± 10.6 | 54.3 ± 7.4 | 55.1 ± 10.0 | 51.9 ± 6.0 |
| 140 | 62.5 ± 11.8 | 57.0 ± 9.6 | 59.5 ± 10.9 | 53.4 ± 7.7 |
| 150 | 67.8 ± 13.3 | 59.3 ± 10.5 | 64.8 ± 12.3 | 55.7 ± 8.5 |
| 160 | 74.9 ± 15.1 | 65.8 ± 12.5 | 70.7 ± 15.0 | 61.7 ± 11.0 |
| 170 | 79.6 ± 14.7 | 72.0 ± 13.2 | 74.8 ± 14.9 | 67.1 ± 12.2 |
| 180 | 81.8 ± 14.9 | 75.2 ± 12.5 | 78.1 ± 14.7 | 70.2 ± 11.0 |
| 190 | 87.4 ± 13.1 | 80.4 ± 12.4 | 82.4 ± 14.2 | 74.7 ± 11.8 |
| 200 | 90.0 ± 12.3 | 84.8 ± 12.0 | 84.4 ± 15.0 | 78.6 ± 11.8 |
| 210 | 91.7 ± 10.5 | 87.3 ± 10.5 | 86.2 ± 13.5 | 80.8 ± 11.5 |
| 220 | 91.9 ± 9.8 | 88.7 ± 9.8 | 85.6 ± 13.1 | 80.7 ± 11.0 |
| 230 | 92.6 ± 7.1 | 87.1 ± 10.1 | 85.4 ± 9.6 | 78.9 ± 9.6 |
| 240 | 92.2 ± 5.7 | 88.3 ± 7.6 | 83.8 ± 7.9 | 78.1 ± 6.6 |
| 250 | 93.4 ± 4.4 | 89.9 ± 6.4 | 85.1 ± 6.2 | 79.9 ± 4.4 |
| 260 | 94.0 ± 2.9 | 90.9 ± 3.6 | 85.4 ± 5.2 | 80.4 ± 2.4 |
| 270 | 94.5 ± 2.3 | 92.4 ± 1.8 | 85.2 ± 5.8 | 80.8 ± 4.3 |
| 280 | 95.4 ± 2.0 | 93.8 ± 2.5 | 86.1 ± 6.1 | 82.9 ± 6.4 |
| 290 | 95.2 ± 1.5 | 93.2 ± 1.9 | 85.0 ± 4.2 | 81.8 ± 5.0 |
| 300 | 95.4 ± 1.7 | 93.5 ± 2.3 | 85.7 ± 4.8 | 83.0 ± 5.3 |
| 310 | 94.8 ± 1.1 | 93.2 ± 1.7 | 83.9 ± 3.5 | 81.3 ± 3.1 |
| 320 | 94.7 ± 1.6 | 92.8 ± 1.5 | 84.5 ± 3.9 | 80.7 ± 3.9 |
| 330 | 94.6 ± 1.2 | 92.9 ± 1.1 | 82.4 ± 3.2 | 79.6 ± 3.9 |
| 340 | 94.9 ± 1.0 | 93.3 ± 1.6 | 82.6 ± 3.4 | 78.5 ± 4.4 |
| 350 | 94.7 ± 0.8 | 93.0 ± 1.0 | 82.3 ± 3.1 | 78.4 ± 4.2 |
| 360 | 95.4 ± 0.8 | 92.9 ± 1.0 | 83.4 ± 3.0 | 79.7 ± 3.9 |
| 370 | 95.0 ± 1.0 | 92.7 ± 1.5 | 83.3 ± 3.6 | 79.4 ± 3.9 |
| 380 | 94.4 ± 0.7 | 92.6 ± 1.3 | 81.5 ± 3.1 | 77.5 ± 3.0 |
| 390 | 94.9 ± 0.9 | 93.0 ± 1.4 | 82.0 ± 3.6 | 78.3 ± 3.7 |
| 400 | 95.0 ± 1.0 | 93.4 ± 1.2 | 81.2 ± 3.9 | 78.0 ± 4.8 |