v_0.4
done · peak unseen_mismatch 99.1
Referenced by
α schedule
α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 2.1429 ×19 α 2.1429 ×19 α 2.1429 ×19 α 2.1429 ×19 α 2.1429 ×19 α 2.1429 ×19 α 2.1429 ×19 α 2.1429 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 0.4 ×19 α 1.2857 ×19 α 1.2857 ×19 α 1.2857 ×19 α 1.2857 ×19 α 1.2857 ×18 α 1.2857 ×18 α 1.2857 ×18 α 1.2857 ×18 α 0.4 ×18 α 0.4 ×18 α 0.4 ×18 α 0.4 ×18 α 0.4 ×18 α 0.4 ×18 α 0.4 ×18 α 0.4 ×18
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 0.4
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 |
|---|---|---|---|---|
| 25 | 51.4 ± 1.5 | 49.5 ± 1.6 | 49.8 ± 1.9 | 49.7 ± 2.1 |
| 50 | 50.7 ± 1.9 | 49.6 ± 1.4 | 50.1 ± 1.5 | 50.8 ± 1.1 |
| 75 | 51.9 ± 1.8 | 50.1 ± 1.9 | 50.5 ± 1.7 | 50.0 ± 1.9 |
| 100 | 53.8 ± 2.9 | 52.1 ± 2.9 | 51.5 ± 1.8 | 50.0 ± 1.5 |
| 125 | 65.8 ± 10.5 | 60.5 ± 8.1 | 59.9 ± 9.2 | 54.9 ± 5.3 |
| 150 | 79.3 ± 12.4 | 73.6 ± 12.8 | 72.2 ± 14.1 | 66.3 ± 12.7 |
| 175 | 92.1 ± 13.2 | 78.1 ± 20.1 | 90.5 ± 14.8 | 75.3 ± 20.4 |
| 200 | 97.2 ± 11.2 | 71.8 ± 25.9 | 97.3 ± 10.7 | 70.3 ± 25.3 |
| 225 | 97.4 ± 11.4 | 63.7 ± 28.0 | 97.5 ± 11.0 | 62.8 ± 27.7 |
| 250 | 97.5 ± 10.9 | 62.4 ± 29.3 | 97.7 ± 10.2 | 61.8 ± 29.2 |
| 275 | 97.5 ± 10.7 | 61.3 ± 33.4 | 97.5 ± 10.9 | 60.7 ± 33.7 |
| 300 | 98.0 ± 8.5 | 55.9 ± 33.1 | 98.0 ± 8.7 | 55.5 ± 33.3 |
| 325 | 100.0 ± 0.0 | 70.2 ± 30.5 | 100.0 ± 0.0 | 69.6 ± 30.6 |
| 350 | 100.0 ± 0.1 | 83.9 ± 22.9 | 99.8 ± 0.6 | 82.4 ± 22.9 |
| 375 | 99.6 ± 0.7 | 93.0 ± 12.5 | 98.8 ± 1.9 | 90.9 ± 12.7 |
| 400 | 99.1 ± 1.1 | 94.7 ± 9.3 | 97.7 ± 3.3 | 91.0 ± 11.3 |
| 450 | 98.5 ± 1.3 | 97.4 ± 2.0 | 94.9 ± 4.8 | 92.1 ± 5.7 |
| 500 | 100.0 ± 0.0 | 99.4 ± 2.2 | 100.0 ± 0.0 | 99.1 ± 2.6 |
| 550 | 100.0 ± 0.0 | 91.2 ± 22.0 | 100.0 ± 0.0 | 90.4 ± 22.1 |
| 600 | 100.0 ± 0.0 | 86.4 ± 24.8 | 100.0 ± 0.0 | 84.5 ± 24.9 |
| 650 | 99.9 ± 0.2 | 95.4 ± 11.1 | 98.4 ± 1.9 | 90.6 ± 12.1 |
| 700 | 99.9 ± 0.2 | 99.0 ± 0.9 | 99.0 ± 0.9 | 94.9 ± 4.9 |
| 750 | 99.9 ± 0.1 | 98.6 ± 1.4 | 98.3 ± 1.6 | 93.0 ± 6.5 |
| 800 | 100.0 ± 0.0 | 92.8 ± 10.7 | 100.0 ± 0.0 | 90.6 ± 14.2 |
| 850 | 100.0 ± 0.0 | 82.9 ± 18.6 | 100.0 ± 0.0 | 79.6 ± 21.6 |
| 900 | 100.0 ± 0.0 | 74.9 ± 22.6 | 100.0 ± 0.0 | 72.3 ± 23.7 |