peak30_staged
done · peak unseen_mismatch 94.4
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
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 | 51.1 ± 1.5 | 49.8 ± 2.0 | 50.1 ± 1.8 | 49.9 ± 1.5 |
| 50 | 51.4 ± 1.7 | 50.1 ± 1.6 | 50.7 ± 1.7 | 49.6 ± 1.3 |
| 75 | 52.2 ± 2.7 | 49.6 ± 1.6 | 50.7 ± 2.2 | 49.7 ± 2.1 |
| 100 | 54.8 ± 7.0 | 51.8 ± 3.9 | 52.6 ± 6.4 | 50.2 ± 2.7 |
| 125 | 63.5 ± 12.7 | 56.8 ± 10.1 | 60.4 ± 12.0 | 54.3 ± 8.6 |
| 150 | 80.1 ± 15.9 | 70.3 ± 14.2 | 76.8 ± 16.9 | 66.9 ± 13.6 |
| 175 | 92.6 ± 12.9 | 74.2 ± 16.2 | 91.8 ± 13.8 | 72.1 ± 16.2 |
| 200 | 98.3 ± 6.7 | 70.7 ± 22.3 | 98.3 ± 7.1 | 69.6 ± 22.4 |
| 225 | 99.9 ± 0.5 | 67.8 ± 26.0 | 99.9 ± 0.5 | 67.6 ± 25.4 |
| 250 | 100.0 ± 0.0 | 64.4 ± 28.1 | 100.0 ± 0.0 | 63.6 ± 27.5 |
| 275 | 100.0 ± 0.0 | 63.8 ± 31.4 | 100.0 ± 0.0 | 63.4 ± 30.8 |
| 300 | 100.0 ± 0.0 | 61.6 ± 34.9 | 100.0 ± 0.0 | 61.4 ± 34.7 |
| 325 | 100.0 ± 0.0 | 70.0 ± 30.5 | 99.9 ± 0.3 | 69.3 ± 30.2 |
| 350 | 99.9 ± 0.2 | 79.2 ± 25.2 | 99.6 ± 0.9 | 77.8 ± 24.7 |
| 375 | 99.8 ± 0.5 | 89.2 ± 20.2 | 99.3 ± 1.5 | 87.3 ± 20.4 |
| 400 | 99.7 ± 0.6 | 93.4 ± 16.9 | 98.6 ± 2.7 | 91.1 ± 17.3 |
| 450 | 99.2 ± 1.1 | 95.1 ± 10.8 | 97.2 ± 4.0 | 91.6 ± 11.7 |
| 500 | 100.0 ± 0.1 | 95.3 ± 12.0 | 99.9 ± 0.4 | 94.4 ± 12.4 |
| 550 | 100.0 ± 0.1 | 95.6 ± 16.8 | 99.8 ± 0.5 | 94.0 ± 16.9 |
| 600 | 100.0 ± 0.1 | 94.3 ± 12.9 | 99.8 ± 0.6 | 90.8 ± 14.5 |
| 650 | 99.9 ± 0.1 | 95.7 ± 10.5 | 99.2 ± 1.6 | 91.5 ± 11.8 |
| 700 | 99.9 ± 0.2 | 96.3 ± 10.2 | 99.0 ± 1.5 | 91.0 ± 12.6 |
| 750 | 99.9 ± 0.1 | 96.2 ± 8.5 | 99.1 ± 1.2 | 91.0 ± 11.2 |
| 800 | 100.0 ± 0.1 | 96.6 ± 8.3 | 99.5 ± 1.0 | 91.2 ± 12.7 |
| 850 | 100.0 ± 0.0 | 95.0 ± 14.6 | 99.6 ± 0.9 | 88.6 ± 17.9 |
| 900 | 100.0 ± 0.0 | 94.2 ± 12.5 | 99.5 ± 0.8 | 87.1 ± 16.6 |