free-da985679
done · peak unseen_mismatch 98.5
α schedule
α 2.876 ×56 α 2.241 ×10 α 1.27 ×39 α 4.653 ×15 α 2.896 ×36 α 1.647 ×73 α 1.137 ×61 α 2.524 ×10 α 2.524 ×100
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.524
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 | 54.3 ± 6.8 | 50.3 ± 2.1 | 52.8 ± 6.1 | 49.7 ± 1.9 |
| 110 | 56.3 ± 9.3 | 50.2 ± 2.6 | 54.7 ± 9.2 | 49.2 ± 2.4 |
| 120 | 60.1 ± 12.4 | 51.5 ± 5.8 | 58.2 ± 12.4 | 50.3 ± 4.8 |
| 130 | 64.4 ± 15.2 | 53.1 ± 7.4 | 61.8 ± 15.7 | 51.2 ± 6.1 |
| 140 | 68.8 ± 17.6 | 56.7 ± 9.8 | 65.9 ± 18.0 | 54.3 ± 8.6 |
| 150 | 73.0 ± 17.8 | 60.8 ± 11.2 | 69.5 ± 18.5 | 58.1 ± 10.6 |
| 160 | 77.9 ± 17.3 | 65.9 ± 13.2 | 74.1 ± 18.6 | 61.9 ± 12.7 |
| 170 | 83.0 ± 16.3 | 70.9 ± 15.3 | 79.4 ± 18.4 | 66.6 ± 15.1 |
| 180 | 87.5 ± 14.3 | 74.2 ± 16.6 | 84.3 ± 16.8 | 70.3 ± 16.7 |
| 190 | 90.2 ± 13.2 | 75.7 ± 15.4 | 87.7 ± 15.6 | 72.0 ± 15.8 |
| 200 | 93.1 ± 10.5 | 76.2 ± 16.7 | 90.4 ± 13.6 | 72.5 ± 16.4 |
| 210 | 95.2 ± 8.7 | 77.5 ± 17.0 | 92.7 ± 11.6 | 74.6 ± 16.1 |
| 220 | 96.6 ± 7.3 | 77.3 ± 18.7 | 94.7 ± 8.9 | 75.0 ± 17.2 |
| 230 | 98.4 ± 3.3 | 78.5 ± 17.7 | 97.3 ± 4.2 | 76.4 ± 16.5 |
| 240 | 99.4 ± 1.3 | 77.4 ± 19.1 | 99.0 ± 1.9 | 75.7 ± 18.2 |
| 250 | 99.8 ± 0.8 | 65.9 ± 17.9 | 99.7 ± 0.8 | 65.0 ± 16.8 |
| 260 | 100.0 ± 0.2 | 69.6 ± 18.0 | 99.9 ± 0.3 | 68.7 ± 17.0 |
| 270 | 100.0 ± 0.0 | 65.4 ± 17.3 | 100.0 ± 0.0 | 65.1 ± 15.8 |
| 280 | 100.0 ± 0.0 | 61.9 ± 17.0 | 100.0 ± 0.0 | 62.0 ± 16.2 |
| 290 | 100.0 ± 0.0 | 67.0 ± 20.4 | 100.0 ± 0.0 | 68.1 ± 19.0 |
| 300 | 100.0 ± 0.0 | 66.7 ± 21.8 | 100.0 ± 0.0 | 68.4 ± 20.2 |
| 310 | 100.0 ± 0.0 | 60.8 ± 20.1 | 100.0 ± 0.1 | 63.1 ± 18.6 |
| 320 | 100.0 ± 0.0 | 68.1 ± 16.0 | 100.0 ± 0.1 | 68.5 ± 15.5 |
| 330 | 100.0 ± 0.0 | 80.8 ± 15.4 | 99.9 ± 0.2 | 80.6 ± 15.2 |
| 340 | 100.0 ± 0.0 | 82.5 ± 18.0 | 100.0 ± 0.0 | 82.6 ± 15.9 |
| 350 | 100.0 ± 0.0 | 86.8 ± 16.8 | 100.0 ± 0.0 | 87.0 ± 16.9 |
| 360 | 100.0 ± 0.0 | 48.8 ± 0.0 | 100.0 ± 0.0 | 52.3 ± 0.0 |
| 370 | 100.0 ± 0.0 | 57.9 ± 0.0 | 100.0 ± 0.0 | 60.8 ± 0.0 |
| 380 | 100.0 ± 0.0 | 75.5 ± 0.0 | 100.0 ± 0.0 | 75.6 ± 0.0 |
| 390 | 100.0 ± 0.0 | 90.1 ± 0.0 | 100.0 ± 0.0 | 89.6 ± 0.0 |
| 400 | 100.0 ± 0.0 | 99.4 ± 0.0 | 100.0 ± 0.0 | 98.5 ± 0.0 |