burst16_ext
done · peak unseen_mismatch 88.3
α schedule
α 5.0 ×25 α 5.0 ×25 α 5.0 ×25 α 0.7 ×25 α 0.7 ×25 α 3.143 ×25 α 3.143 ×25 α 3.143 ×25 α 0.7 ×25 α 0.7 ×25 α 0.7 ×25 α 1.286 ×25 α 1.286 ×25 α 0.7 ×25 α 0.7 ×25 α 0.7 ×25
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 0.7
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 | 55.5 ± 6.6 | 50.8 ± 3.6 | 53.1 ± 6.1 | 48.7 ± 2.2 |
| 110 | 57.3 ± 8.7 | 50.1 ± 4.3 | 54.9 ± 8.4 | 48.8 ± 3.1 |
| 120 | 60.1 ± 13.7 | 49.9 ± 5.4 | 58.4 ± 13.9 | 48.8 ± 5.4 |
| 130 | 64.2 ± 15.8 | 51.4 ± 7.4 | 62.1 ± 15.9 | 50.6 ± 7.0 |
| 140 | 69.5 ± 18.0 | 56.4 ± 14.4 | 67.9 ± 18.2 | 55.6 ± 13.6 |
| 150 | 76.3 ± 18.2 | 62.0 ± 15.9 | 74.1 ± 19.0 | 60.8 ± 14.4 |
| 160 | 82.9 ± 15.1 | 70.3 ± 16.1 | 79.9 ± 16.9 | 66.9 ± 15.4 |
| 170 | 88.2 ± 11.7 | 76.6 ± 12.8 | 85.5 ± 13.1 | 73.7 ± 12.4 |
| 180 | 92.7 ± 6.6 | 81.7 ± 9.3 | 89.3 ± 8.9 | 77.6 ± 9.3 |
| 190 | 93.7 ± 4.9 | 86.8 ± 6.0 | 90.5 ± 6.6 | 81.3 ± 6.4 |
| 200 | 94.5 ± 4.2 | 88.7 ± 4.8 | 91.3 ± 6.2 | 83.2 ± 6.3 |
| 210 | 96.9 ± 2.8 | 89.7 ± 6.4 | 94.7 ± 3.1 | 85.5 ± 6.9 |
| 220 | 99.3 ± 1.0 | 89.4 ± 12.8 | 99.1 ± 1.1 | 88.3 ± 13.4 |
| 230 | 100.0 ± 0.0 | 76.7 ± 17.6 | 99.9 ± 0.1 | 75.3 ± 16.7 |
| 240 | 99.9 ± 0.1 | 72.0 ± 18.5 | 100.0 ± 0.1 | 70.4 ± 16.9 |
| 250 | 100.0 ± 0.0 | 76.9 ± 21.2 | 100.0 ± 0.0 | 76.2 ± 19.7 |
| 260 | 100.0 ± 0.0 | 78.2 ± 19.1 | 100.0 ± 0.0 | 76.9 ± 17.4 |
| 270 | 100.0 ± 0.0 | 68.9 ± 14.2 | 100.0 ± 0.0 | 67.8 ± 12.4 |
| 280 | 100.0 ± 0.0 | 61.7 ± 14.1 | 100.0 ± 0.0 | 61.9 ± 14.7 |
| 290 | 100.0 ± 0.0 | 73.8 ± 19.3 | 100.0 ± 0.0 | 74.4 ± 17.3 |
| 300 | 100.0 ± 0.0 | 72.0 ± 22.8 | 100.0 ± 0.0 | 73.8 ± 20.7 |
| 310 | 100.0 ± 0.0 | 49.1 ± 0.0 | 100.0 ± 0.0 | 53.4 ± 0.0 |
| 320 | 100.0 ± 0.0 | 68.1 ± 0.0 | 100.0 ± 0.0 | 72.1 ± 0.0 |
| 330 | 100.0 ± 0.0 | 49.6 ± 0.0 | 100.0 ± 0.0 | 53.3 ± 0.0 |
| 340 | 100.0 ± 0.0 | 48.9 ± 0.0 | 100.0 ± 0.0 | 52.9 ± 0.0 |
| 350 | 100.0 ± 0.0 | 30.7 ± 0.0 | 100.0 ± 0.0 | 36.2 ± 0.0 |
| 360 | 100.0 ± 0.0 | 44.9 ± 0.0 | 100.0 ± 0.0 | 48.8 ± 0.0 |
| 370 | 100.0 ± 0.0 | 48.9 ± 0.0 | 100.0 ± 0.0 | 53.0 ± 0.0 |
| 380 | 100.0 ± 0.0 | 36.3 ± 0.0 | 100.0 ± 0.0 | 38.3 ± 0.0 |
| 390 | 100.0 ± 0.0 | 47.2 ± 0.0 | 100.0 ± 0.0 | 49.5 ± 0.0 |
| 400 | 100.0 ± 0.0 | 19.9 ± 0.0 | 100.0 ± 0.0 | 22.2 ± 0.0 |