free-3dd752ef
done · peak unseen_mismatch 87.5
α schedule
α 3.558 ×34 α 1.4 ×12 α 4.617 ×83 α 0.7674 ×14 α 2.912 ×11 α 3.64 ×11 α 3.826 ×18 α 0.3263 ×17 α 0.272 ×39 α 1.941 ×25 α 2.966 ×36 α 2.966 ×100
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.966
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 | 57.0 ± 8.7 | 52.7 ± 5.2 | 53.6 ± 7.7 | 50.6 ± 3.7 |
| 110 | 61.0 ± 11.0 | 56.0 ± 7.0 | 55.9 ± 10.2 | 52.1 ± 4.7 |
| 120 | 65.5 ± 12.9 | 60.3 ± 9.4 | 58.8 ± 12.0 | 54.6 ± 6.7 |
| 130 | 70.6 ± 12.8 | 65.7 ± 10.9 | 62.0 ± 12.5 | 57.7 ± 8.9 |
| 140 | 73.0 ± 14.6 | 67.4 ± 12.5 | 66.8 ± 14.6 | 60.7 ± 11.3 |
| 150 | 79.7 ± 16.2 | 73.6 ± 15.0 | 74.1 ± 17.5 | 67.1 ± 14.8 |
| 160 | 83.0 ± 14.6 | 77.5 ± 13.8 | 76.3 ± 16.1 | 70.2 ± 13.6 |
| 170 | 85.4 ± 11.7 | 81.1 ± 11.4 | 77.4 ± 13.8 | 72.0 ± 12.3 |
| 180 | 86.6 ± 9.5 | 82.9 ± 9.1 | 76.8 ± 12.5 | 72.3 ± 10.8 |
| 190 | 89.1 ± 10.0 | 85.3 ± 10.0 | 81.8 ± 12.7 | 76.3 ± 11.6 |
| 200 | 93.2 ± 11.3 | 88.2 ± 13.4 | 90.4 ± 13.1 | 84.0 ± 15.0 |
| 210 | 93.8 ± 12.2 | 82.8 ± 17.1 | 92.4 ± 13.3 | 79.7 ± 18.2 |
| 220 | 91.4 ± 15.8 | 60.3 ± 22.2 | 90.5 ± 15.9 | 58.3 ± 20.9 |
| 230 | 94.6 ± 13.2 | 63.6 ± 16.9 | 94.2 ± 13.4 | 61.8 ± 16.8 |
| 240 | 95.8 ± 13.0 | 60.1 ± 16.3 | 95.7 ± 13.2 | 59.3 ± 15.9 |
| 250 | 96.5 ± 11.7 | 61.3 ± 19.9 | 96.0 ± 13.2 | 60.4 ± 19.7 |
| 260 | 96.1 ± 12.2 | 67.3 ± 20.2 | 95.6 ± 14.0 | 65.5 ± 19.3 |
| 270 | 96.1 ± 11.7 | 77.2 ± 14.0 | 95.7 ± 13.1 | 75.0 ± 14.8 |
| 280 | 96.3 ± 9.8 | 83.3 ± 15.4 | 94.9 ± 13.1 | 80.6 ± 16.9 |
| 290 | 95.7 ± 8.3 | 82.3 ± 17.3 | 93.0 ± 12.9 | 78.3 ± 17.9 |
| 300 | 95.6 ± 7.2 | 81.9 ± 15.8 | 91.4 ± 12.7 | 76.7 ± 15.9 |
| 310 | 95.6 ± 5.7 | 77.5 ± 14.1 | 90.1 ± 11.2 | 72.3 ± 11.0 |
| 320 | 94.3 ± 5.4 | 80.2 ± 9.7 | 88.8 ± 9.9 | 73.4 ± 7.3 |
| 330 | 94.9 ± 5.6 | 85.5 ± 4.4 | 89.6 ± 10.9 | 78.5 ± 2.1 |
| 340 | 95.3 ± 4.1 | 92.5 ± 5.4 | 91.7 ± 6.7 | 87.5 ± 9.0 |
| 350 | 94.0 ± 3.1 | 90.8 ± 1.6 | 87.6 ± 4.7 | 83.9 ± 0.5 |
| 360 | 91.9 ± 4.2 | 87.3 ± 2.0 | 82.5 ± 5.2 | 78.6 ± 0.3 |
| 370 | 92.9 ± 2.9 | 87.7 ± 0.9 | 84.3 ± 3.8 | 78.2 ± 1.8 |
| 380 | 92.7 ± 1.9 | 87.7 ± 0.6 | 84.3 ± 2.8 | 78.4 ± 2.0 |
| 390 | 91.0 ± 1.1 | 88.0 ± 1.4 | 82.1 ± 0.9 | 77.2 ± 0.9 |
| 400 | 92.3 ± 1.1 | 89.1 ± 0.5 | 81.5 ± 0.3 | 78.0 ± 0.9 |