s4_v07
done · peak unseen_mismatch 99.6
Referenced by
α schedule
α 4.0 ×19 α 4.0 ×19 α 4.0 ×19 α 4.0 ×19 α 4.0 ×19 α 4.0 ×19 α 4.0 ×19 α 4.0 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 2.6429 ×19 α 2.6429 ×19 α 2.6429 ×19 α 2.6429 ×19 α 2.6429 ×19 α 2.6429 ×19 α 2.6429 ×19 α 2.6429 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×19 α 0.7 ×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 0.7 ×18 α 0.7 ×18 α 0.7 ×18 α 0.7 ×18 α 0.7 ×18 α 0.7 ×18 α 0.7 ×18 α 0.7 ×18
Figures
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 |
|---|---|---|---|---|
| 25 | 51.5 ± 1.6 | 49.7 ± 1.6 | 49.9 ± 2.0 | 49.7 ± 2.1 |
| 50 | 51.1 ± 1.7 | 49.9 ± 1.3 | 50.1 ± 1.5 | 50.4 ± 1.5 |
| 75 | 52.9 ± 2.1 | 50.9 ± 1.9 | 50.6 ± 1.7 | 50.0 ± 2.1 |
| 100 | 58.7 ± 5.5 | 55.5 ± 4.2 | 52.5 ± 4.0 | 51.1 ± 2.2 |
| 125 | 72.0 ± 10.1 | 67.7 ± 9.2 | 61.9 ± 9.3 | 57.9 ± 7.3 |
| 150 | 80.1 ± 7.8 | 77.2 ± 8.1 | 68.6 ± 9.4 | 64.3 ± 7.9 |
| 175 | 94.2 ± 6.7 | 88.5 ± 10.2 | 90.4 ± 9.1 | 83.7 ± 11.2 |
| 200 | 99.5 ± 1.9 | 91.7 ± 13.2 | 99.4 ± 1.9 | 90.2 ± 14.0 |
| 225 | 99.9 ± 0.4 | 88.5 ± 21.7 | 99.8 ± 0.8 | 87.9 ± 21.7 |
| 250 | 100.0 ± 0.0 | 89.1 ± 24.8 | 100.0 ± 0.0 | 88.7 ± 24.8 |
| 275 | 100.0 ± 0.0 | 91.4 ± 23.6 | 100.0 ± 0.0 | 90.7 ± 23.5 |
| 300 | 100.0 ± 0.0 | 91.8 ± 23.1 | 100.0 ± 0.0 | 91.1 ± 22.9 |
| 325 | 98.9 ± 1.2 | 92.9 ± 16.9 | 96.0 ± 3.9 | 86.8 ± 16.2 |
| 350 | 97.7 ± 1.5 | 93.3 ± 8.4 | 93.6 ± 4.6 | 86.1 ± 9.4 |
| 375 | 96.8 ± 1.6 | 94.5 ± 2.8 | 91.7 ± 4.2 | 86.0 ± 7.0 |
| 400 | 96.4 ± 1.6 | 93.7 ± 2.3 | 89.4 ± 4.5 | 83.6 ± 5.9 |
| 450 | 95.1 ± 1.6 | 93.3 ± 1.9 | 86.1 ± 4.3 | 80.4 ± 5.7 |
| 500 | 100.0 ± 0.0 | 99.9 ± 0.2 | 100.0 ± 0.0 | 99.6 ± 0.6 |
| 550 | 100.0 ± 0.0 | 99.9 ± 0.2 | 99.9 ± 0.1 | 99.2 ± 1.1 |
| 600 | 100.0 ± 0.0 | 99.8 ± 0.3 | 100.0 ± 0.2 | 98.1 ± 2.6 |
| 650 | 99.8 ± 0.2 | 98.7 ± 1.1 | 97.8 ± 1.5 | 91.8 ± 6.2 |
| 700 | 99.8 ± 0.3 | 98.4 ± 1.4 | 97.2 ± 2.2 | 89.4 ± 7.4 |
| 750 | 99.8 ± 0.2 | 98.4 ± 1.3 | 97.5 ± 1.5 | 88.5 ± 7.5 |
| 800 | 100.0 ± 0.0 | 98.6 ± 2.7 | 99.9 ± 0.2 | 93.7 ± 6.8 |
| 850 | 100.0 ± 0.0 | 98.6 ± 2.1 | 99.9 ± 0.3 | 92.8 ± 8.2 |
| 900 | 100.0 ± 0.0 | 96.3 ± 6.1 | 99.6 ± 0.5 | 87.5 ± 10.0 |