free-29959d29
done · peak unseen_mismatch 86.9
α schedule
α 4.814 ×16 α 2.75 ×22 α 2.287 ×12 α 3.633 ×16 α 2.344 ×88 α 1.027 ×11 α 2.037 ×21 α 0.2759 ×28 α 3.877 ×29 α 3.747 ×34 α 4.64 ×23 α 4.64 ×100
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 4.64
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 | 55.4 ± 5.8 | 52.2 ± 3.6 | 52.5 ± 3.9 | 49.6 ± 1.8 |
| 110 | 58.8 ± 8.8 | 54.2 ± 6.4 | 54.6 ± 7.0 | 50.9 ± 3.9 |
| 120 | 64.4 ± 10.4 | 56.9 ± 8.3 | 58.5 ± 9.8 | 52.8 ± 6.0 |
| 130 | 71.4 ± 12.9 | 61.9 ± 10.3 | 64.8 ± 12.7 | 56.4 ± 8.1 |
| 140 | 77.8 ± 14.5 | 68.4 ± 12.7 | 71.5 ± 15.1 | 62.3 ± 10.7 |
| 150 | 83.3 ± 14.4 | 74.0 ± 13.8 | 77.1 ± 15.2 | 67.7 ± 12.2 |
| 160 | 87.4 ± 14.0 | 78.8 ± 13.5 | 82.7 ± 14.8 | 73.1 ± 12.4 |
| 170 | 92.0 ± 13.2 | 83.8 ± 14.6 | 89.5 ± 14.1 | 79.5 ± 13.8 |
| 180 | 92.3 ± 13.6 | 84.6 ± 14.9 | 89.5 ± 14.6 | 79.5 ± 14.4 |
| 190 | 91.6 ± 14.9 | 83.5 ± 15.4 | 88.9 ± 14.9 | 78.7 ± 13.8 |
| 200 | 93.1 ± 15.3 | 81.7 ± 19.7 | 92.4 ± 15.8 | 79.4 ± 19.6 |
| 210 | 90.1 ± 18.4 | 66.4 ± 20.2 | 89.6 ± 19.0 | 65.0 ± 20.0 |
| 220 | 90.3 ± 17.8 | 61.7 ± 18.6 | 89.8 ± 18.4 | 60.4 ± 18.1 |
| 230 | 92.0 ± 15.7 | 69.9 ± 14.4 | 91.3 ± 16.4 | 69.6 ± 14.6 |
| 240 | 92.7 ± 14.3 | 79.4 ± 12.6 | 91.6 ± 15.7 | 77.5 ± 13.0 |
| 250 | 94.1 ± 11.3 | 89.3 ± 10.3 | 92.4 ± 13.4 | 86.9 ± 11.9 |
| 260 | 91.3 ± 11.1 | 85.0 ± 12.0 | 87.9 ± 12.7 | 80.7 ± 12.5 |
| 270 | 90.0 ± 9.0 | 88.5 ± 6.9 | 86.3 ± 11.8 | 83.2 ± 9.5 |
| 280 | 89.8 ± 8.8 | 88.1 ± 7.5 | 84.2 ± 10.6 | 83.3 ± 10.5 |
| 290 | 87.2 ± 7.4 | 86.3 ± 6.5 | 80.4 ± 8.7 | 78.8 ± 8.9 |
| 300 | 87.0 ± 7.7 | 86.2 ± 6.2 | 80.3 ± 8.4 | 78.6 ± 7.9 |
| 310 | 87.5 ± 6.2 | 87.5 ± 4.7 | 80.8 ± 7.0 | 78.8 ± 6.3 |
| 320 | 86.8 ± 6.6 | 86.6 ± 3.8 | 77.6 ± 7.1 | 75.6 ± 6.9 |
| 330 | 88.0 ± 4.9 | 87.7 ± 2.2 | 76.5 ± 5.8 | 75.4 ± 4.3 |
| 340 | 88.2 ± 2.3 | 87.5 ± 0.7 | 78.2 ± 3.1 | 75.8 ± 2.4 |
| 350 | 87.1 ± 3.2 | 85.9 ± 1.1 | 77.6 ± 3.6 | 75.1 ± 2.2 |
| 360 | 86.6 ± 2.9 | 85.8 ± 0.9 | 75.8 ± 4.0 | 73.1 ± 2.5 |
| 370 | 88.4 ± 0.7 | 87.1 ± 1.1 | 77.4 ± 3.2 | 74.8 ± 3.3 |
| 380 | 86.6 ± 1.7 | 86.1 ± 0.2 | 75.7 ± 1.7 | 73.9 ± 1.2 |
| 390 | 86.8 ± 1.8 | 85.6 ± 1.0 | 74.7 ± 1.4 | 72.7 ± 0.7 |
| 400 | 87.4 ± 1.6 | 85.2 ± 0.8 | 74.4 ± 2.4 | 71.4 ± 0.6 |