ann_burst_hold10
done · peak unseen_mismatch 96.8
Referenced by
α schedule
α 3.0 ×150 α 1.0 ×150 α 2.1429 ×150 α 1.0 ×150 α 1.2857 ×150 α 1.0 ×150 α 1.0 ×150 α 1.0 ×150 α 1.0 ×150 α 1.0 ×150 α 1.0 ×150 α 1.0 ×150 α 1.0 ×150 α 1.0 ×150 α 1.0 ×150 α 1.0 ×150
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 |
|---|---|---|---|---|
| 150 | 70.1 ± 16.1 | 62.2 ± 12.3 | 67.1 ± 15.6 | 60.3 ± 10.7 |
| 300 | 100.0 ± 0.0 | 40.7 ± 27.0 | 100.0 ± 0.0 | 40.8 ± 27.3 |
| 450 | 99.8 ± 0.3 | 93.8 ± 15.1 | 99.5 ± 0.9 | 93.0 ± 14.8 |
| 600 | 100.0 ± 0.0 | 97.7 ± 3.1 | 100.0 ± 0.0 | 96.8 ± 3.2 |
| 750 | 100.0 ± 0.0 | 97.2 ± 4.1 | 99.7 ± 0.5 | 94.6 ± 5.9 |
| 900 | 100.0 ± 0.0 | 98.1 ± 2.5 | 99.7 ± 0.9 | 94.6 ± 5.6 |
| 1050 | 100.0 ± 0.0 | 96.4 ± 3.0 | 99.7 ± 0.4 | 90.5 ± 7.7 |
| 1200 | 100.0 ± 0.0 | 90.1 ± 9.2 | 99.9 ± 0.2 | 79.4 ± 14.8 |
| 1350 | 100.0 ± 0.0 | 90.9 ± 8.4 | 99.6 ± 0.5 | 78.8 ± 14.7 |
| 1500 | 100.0 ± 0.0 | 87.7 ± 8.7 | 99.8 ± 0.4 | 75.0 ± 16.3 |
| 1650 | 100.0 ± 0.0 | 87.0 ± 13.3 | 98.9 ± 0.9 | 70.3 ± 18.7 |
| 1800 | 100.0 ± 0.0 | 83.5 ± 14.8 | 99.4 ± 0.6 | 68.2 ± 17.6 |
| 1950 | 100.0 ± 0.0 | 85.2 ± 12.0 | 98.5 ± 1.5 | 69.2 ± 16.6 |
| 2100 | 100.0 ± 0.0 | 75.9 ± 19.5 | 98.4 ± 2.0 | 59.6 ± 21.0 |
| 2250 | 100.0 ± 0.0 | 79.7 ± 10.7 | 98.5 ± 1.5 | 62.6 ± 16.4 |
| 2400 | 100.0 ± 0.0 | 79.5 ± 9.6 | 97.8 ± 2.2 | 61.2 ± 14.2 |