free-5f5c2004
done · peak unseen_mismatch 83.8
α schedule
α 3.509 ×20 α 1.399 ×17 α 4.376 ×25 α 1.878 ×87 α 3.244 ×19 α 1.198 ×24 α 4.021 ×11 α 1.01 ×16 α 3.794 ×48 α 1.613 ×18 α 4.141 ×15 α 4.141 ×100
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 4.141
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 | 53.5 ± 4.8 | 50.6 ± 2.4 | 51.7 ± 4.1 | 50.1 ± 2.1 |
| 110 | 55.7 ± 7.4 | 50.7 ± 3.3 | 53.1 ± 6.7 | 50.0 ± 3.1 |
| 120 | 58.3 ± 9.6 | 51.8 ± 4.7 | 55.9 ± 9.2 | 50.8 ± 4.6 |
| 130 | 62.6 ± 13.8 | 53.7 ± 6.3 | 60.0 ± 13.7 | 52.0 ± 5.8 |
| 140 | 67.5 ± 16.9 | 57.8 ± 10.6 | 64.9 ± 17.1 | 54.8 ± 9.6 |
| 150 | 73.0 ± 18.2 | 61.5 ± 12.8 | 70.3 ± 18.4 | 58.1 ± 11.6 |
| 160 | 78.4 ± 18.2 | 67.0 ± 14.8 | 75.4 ± 18.7 | 63.5 ± 14.5 |
| 170 | 81.7 ± 17.3 | 71.7 ± 15.3 | 78.6 ± 17.8 | 68.4 ± 14.2 |
| 180 | 85.5 ± 16.7 | 74.4 ± 15.6 | 83.3 ± 17.7 | 71.7 ± 15.1 |
| 190 | 88.1 ± 16.7 | 75.2 ± 15.7 | 86.8 ± 17.3 | 72.7 ± 15.3 |
| 200 | 90.7 ± 15.5 | 74.5 ± 14.8 | 89.6 ± 16.3 | 71.7 ± 13.9 |
| 210 | 91.9 ± 14.7 | 78.7 ± 15.7 | 90.4 ± 15.8 | 76.0 ± 15.1 |
| 220 | 92.6 ± 14.4 | 78.1 ± 17.2 | 91.6 ± 15.4 | 75.4 ± 16.9 |
| 230 | 93.3 ± 13.2 | 76.1 ± 16.2 | 92.5 ± 14.1 | 73.8 ± 15.3 |
| 240 | 94.8 ± 11.0 | 80.1 ± 14.4 | 93.7 ± 12.8 | 77.8 ± 14.4 |
| 250 | 95.6 ± 8.4 | 85.0 ± 13.7 | 94.0 ± 11.0 | 82.2 ± 13.8 |
| 260 | 95.0 ± 7.3 | 86.9 ± 9.5 | 92.3 ± 11.2 | 83.0 ± 11.4 |
| 270 | 94.2 ± 6.8 | 85.4 ± 10.4 | 91.0 ± 9.5 | 80.3 ± 12.0 |
| 280 | 94.6 ± 5.1 | 85.0 ± 9.6 | 91.9 ± 6.5 | 81.1 ± 10.2 |
| 290 | 97.4 ± 3.7 | 88.6 ± 8.6 | 94.8 ± 6.0 | 83.7 ± 7.8 |
| 300 | 95.5 ± 4.4 | 89.5 ± 3.9 | 89.9 ± 9.1 | 82.5 ± 7.0 |
| 310 | 95.8 ± 3.9 | 92.4 ± 3.4 | 90.3 ± 7.0 | 83.8 ± 7.5 |
| 320 | 94.3 ± 4.2 | 90.8 ± 1.8 | 88.7 ± 6.8 | 83.3 ± 3.8 |
| 330 | 94.0 ± 3.2 | 90.1 ± 0.8 | 87.7 ± 4.9 | 81.8 ± 2.0 |
| 340 | 93.8 ± 4.1 | 88.8 ± 3.6 | 86.7 ± 6.5 | 78.7 ± 5.1 |
| 350 | 93.0 ± 3.4 | 89.8 ± 1.3 | 84.4 ± 5.3 | 79.3 ± 3.5 |
| 360 | 92.9 ± 3.9 | 91.0 ± 2.2 | 84.7 ± 5.7 | 81.0 ± 5.0 |
| 370 | 92.1 ± 3.6 | 90.2 ± 1.5 | 82.8 ± 5.0 | 79.2 ± 4.2 |
| 380 | 91.5 ± 2.4 | 90.0 ± 0.8 | 80.8 ± 3.6 | 77.0 ± 3.8 |
| 390 | 91.2 ± 1.4 | 89.3 ± 1.8 | 80.6 ± 2.6 | 78.0 ± 3.2 |
| 400 | 89.9 ± 2.4 | 89.0 ± 1.0 | 79.4 ± 2.4 | 75.8 ± 1.2 |