bursty_K48
done · peak unseen_mismatch 98.5
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 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×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 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×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 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.0
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 | 51.0 ± 1.8 | 50.0 ± 1.6 | 49.8 ± 1.9 | 50.4 ± 2.0 |
| 50 | 50.4 ± 1.3 | 50.0 ± 1.5 | 49.9 ± 1.6 | 50.6 ± 1.8 |
| 75 | 52.0 ± 3.0 | 49.8 ± 1.7 | 51.6 ± 2.6 | 49.9 ± 2.1 |
| 100 | 55.8 ± 7.9 | 51.1 ± 3.0 | 53.8 ± 8.0 | 49.9 ± 2.3 |
| 125 | 66.9 ± 15.1 | 56.3 ± 12.7 | 63.8 ± 15.2 | 53.6 ± 11.3 |
| 150 | 81.1 ± 15.2 | 68.6 ± 12.1 | 76.8 ± 16.5 | 64.6 ± 12.4 |
| 175 | 93.4 ± 10.6 | 71.4 ± 15.2 | 92.5 ± 12.2 | 69.8 ± 15.3 |
| 200 | 99.9 ± 0.3 | 64.9 ± 21.5 | 99.9 ± 0.5 | 64.1 ± 21.2 |
| 225 | 100.0 ± 0.0 | 59.5 ± 29.2 | 100.0 ± 0.0 | 59.1 ± 28.5 |
| 250 | 100.0 ± 0.1 | 65.8 ± 32.1 | 100.0 ± 0.1 | 65.1 ± 32.0 |
| 275 | 100.0 ± 0.0 | 63.9 ± 32.9 | 100.0 ± 0.1 | 63.1 ± 32.7 |
| 300 | 100.0 ± 0.0 | 66.1 ± 31.6 | 100.0 ± 0.0 | 65.7 ± 31.6 |
| 325 | 99.9 ± 0.2 | 67.2 ± 36.0 | 99.8 ± 0.5 | 65.5 ± 35.4 |
| 350 | 99.8 ± 0.6 | 81.7 ± 21.8 | 99.5 ± 1.5 | 80.1 ± 20.8 |
| 375 | 99.7 ± 1.0 | 92.3 ± 16.1 | 99.2 ± 2.1 | 90.2 ± 16.4 |
| 400 | 99.6 ± 0.9 | 93.9 ± 13.6 | 98.6 ± 3.1 | 91.6 ± 14.6 |
| 450 | 99.3 ± 1.0 | 98.1 ± 2.1 | 97.5 ± 3.8 | 94.9 ± 6.7 |
| 500 | 100.0 ± 0.0 | 96.8 ± 12.0 | 99.8 ± 0.6 | 95.7 ± 12.5 |
| 550 | 100.0 ± 0.0 | 99.0 ± 3.0 | 99.9 ± 0.4 | 97.6 ± 4.2 |
| 600 | 100.0 ± 0.0 | 99.7 ± 0.6 | 99.9 ± 0.4 | 98.5 ± 3.3 |
| 650 | 99.9 ± 0.2 | 97.5 ± 6.0 | 99.0 ± 1.6 | 93.7 ± 8.3 |
| 700 | 99.9 ± 0.2 | 98.9 ± 1.2 | 98.9 ± 1.3 | 94.4 ± 7.0 |
| 750 | 99.9 ± 0.2 | 98.0 ± 2.6 | 98.8 ± 1.5 | 92.1 ± 8.7 |
| 800 | 100.0 ± 0.0 | 98.5 ± 3.1 | 99.8 ± 0.4 | 93.8 ± 7.8 |
| 850 | 100.0 ± 0.1 | 97.7 ± 2.4 | 99.4 ± 0.7 | 91.1 ± 7.9 |
| 900 | 100.0 ± 0.0 | 98.3 ± 2.4 | 99.7 ± 0.4 | 91.0 ± 11.3 |