cand3
done · peak unseen_mismatch 91.6
Referenced by
α schedule
α 3.2007 ×25 α 3.1661 ×25 α 3.1038 ×25 α 3.016 ×25 α 2.904 ×25 α 2.7689 ×25 α 2.6113 ×25 α 2.4318 ×25 α 2.2309 ×25 α 2.009 ×25 α 1.7666 ×25 α 1.5038 ×25 α 1.221 ×25 α 0.9185 ×25 α 0.5965 ×25 α 0.2551 ×25
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 0.2551
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 | 56.3 ± 6.4 | 52.8 ± 4.1 | 52.7 ± 5.4 | 50.5 ± 3.0 |
| 110 | 59.8 ± 8.7 | 55.5 ± 6.3 | 55.0 ± 7.9 | 51.9 ± 4.5 |
| 120 | 64.7 ± 11.2 | 59.9 ± 8.7 | 58.4 ± 10.6 | 54.3 ± 6.8 |
| 130 | 70.3 ± 12.2 | 65.2 ± 10.8 | 62.7 ± 12.3 | 57.7 ± 8.9 |
| 140 | 75.1 ± 12.6 | 70.2 ± 11.3 | 66.4 ± 13.6 | 61.1 ± 10.6 |
| 150 | 79.9 ± 11.3 | 75.4 ± 10.3 | 70.4 ± 13.3 | 65.3 ± 10.8 |
| 160 | 83.8 ± 10.0 | 79.9 ± 9.3 | 73.5 ± 12.9 | 68.5 ± 11.1 |
| 170 | 86.2 ± 8.6 | 82.7 ± 8.3 | 75.8 ± 11.9 | 70.9 ± 10.8 |
| 180 | 88.0 ± 7.1 | 85.2 ± 7.0 | 77.3 ± 10.7 | 73.0 ± 9.7 |
| 190 | 89.7 ± 5.8 | 87.0 ± 5.3 | 78.6 ± 9.2 | 74.5 ± 8.6 |
| 200 | 90.8 ± 4.9 | 88.4 ± 4.6 | 79.7 ± 8.6 | 75.9 ± 8.1 |
| 210 | 91.9 ± 4.4 | 89.5 ± 4.1 | 80.7 ± 8.0 | 76.7 ± 7.3 |
| 220 | 92.8 ± 3.6 | 90.6 ± 3.5 | 81.5 ± 7.4 | 77.8 ± 7.0 |
| 230 | 93.5 ± 3.2 | 91.4 ± 3.1 | 82.9 ± 6.9 | 79.1 ± 6.5 |
| 240 | 94.5 ± 2.5 | 92.7 ± 2.3 | 84.4 ± 6.2 | 80.7 ± 5.8 |
| 250 | 94.8 ± 2.1 | 93.1 ± 2.1 | 84.7 ± 5.3 | 81.2 ± 5.0 |
| 260 | 95.8 ± 2.0 | 94.3 ± 2.0 | 86.9 ± 5.1 | 83.2 ± 4.9 |
| 270 | 96.6 ± 1.7 | 95.1 ± 1.6 | 88.1 ± 4.7 | 84.3 ± 4.5 |
| 280 | 97.1 ± 1.3 | 95.7 ± 1.4 | 89.2 ± 3.8 | 85.2 ± 4.1 |
| 290 | 98.0 ± 1.2 | 96.7 ± 1.4 | 91.8 ± 3.6 | 87.8 ± 4.2 |
| 300 | 98.3 ± 1.0 | 97.0 ± 1.3 | 92.0 ± 3.5 | 87.5 ± 4.0 |
| 310 | 99.0 ± 0.7 | 98.0 ± 1.0 | 94.6 ± 3.1 | 90.5 ± 3.8 |
| 320 | 99.4 ± 0.4 | 98.2 ± 0.9 | 95.7 ± 2.5 | 90.8 ± 3.9 |
| 330 | 99.5 ± 0.5 | 98.2 ± 0.6 | 96.5 ± 1.9 | 89.8 ± 3.2 |
| 340 | 99.8 ± 0.2 | 98.6 ± 1.3 | 98.1 ± 1.2 | 91.6 ± 5.5 |
| 350 | 99.9 ± 0.1 | 96.3 ± 5.5 | 97.1 ± 3.6 | 86.1 ± 12.9 |
| 360 | 100.0 ± 0.0 | 97.2 ± 3.4 | 99.0 ± 0.8 | 87.1 ± 11.8 |
| 370 | 100.0 ± 0.0 | 93.6 ± 0.0 | 99.9 ± 0.0 | 73.3 ± 0.0 |
| 380 | 100.0 ± 0.0 | 78.6 ± 0.0 | 100.0 ± 0.0 | 58.7 ± 0.0 |
| 390 | 100.0 ± 0.0 | 60.0 ± 0.0 | 100.0 ± 0.0 | 51.8 ± 0.0 |
| 400 | 100.0 ± 0.0 | 86.1 ± 0.0 | 100.0 ± 0.0 | 73.1 ± 0.0 |