smooth_K12
done · peak unseen_mismatch 95.0
α schedule
α 2.9286 ×75 α 2.7857 ×75 α 2.6429 ×75 α 2.5 ×75 α 2.3571 ×75 α 2.2143 ×75 α 2.0714 ×75 α 1.9286 ×75 α 1.7857 ×75 α 1.6428 ×75 α 1.5 ×75 α 1.3571 ×75
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.3571
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 | 50.7 ± 1.6 | 49.8 ± 1.3 | 50.1 ± 1.5 | 50.5 ± 1.7 |
| 50 | 51.4 ± 1.5 | 49.5 ± 1.7 | 50.2 ± 1.7 | 50.2 ± 1.7 |
| 75 | 52.3 ± 2.1 | 49.8 ± 1.4 | 50.9 ± 1.8 | 49.4 ± 1.7 |
| 100 | 53.6 ± 3.4 | 49.8 ± 1.9 | 52.6 ± 3.3 | 49.9 ± 1.9 |
| 125 | 62.8 ± 12.7 | 51.6 ± 8.7 | 61.0 ± 12.9 | 50.4 ± 7.9 |
| 150 | 80.7 ± 16.8 | 64.8 ± 13.5 | 78.3 ± 17.9 | 62.7 ± 13.4 |
| 175 | 91.4 ± 13.0 | 79.5 ± 15.0 | 90.2 ± 13.7 | 77.6 ± 15.1 |
| 200 | 97.5 ± 6.5 | 86.0 ± 14.6 | 96.4 ± 7.9 | 83.6 ± 15.2 |
| 225 | 98.6 ± 3.1 | 92.5 ± 8.5 | 98.1 ± 3.7 | 90.6 ± 9.0 |
| 250 | 99.3 ± 1.1 | 97.2 ± 2.9 | 98.6 ± 1.9 | 95.0 ± 4.2 |
| 275 | 99.2 ± 1.1 | 97.7 ± 2.1 | 97.9 ± 2.6 | 94.7 ± 5.1 |
| 300 | 98.7 ± 1.4 | 96.9 ± 2.6 | 96.4 ± 3.8 | 92.3 ± 6.5 |
| 325 | 98.4 ± 1.6 | 96.2 ± 3.0 | 95.4 ± 4.3 | 90.5 ± 7.8 |
| 350 | 97.8 ± 1.7 | 95.9 ± 3.2 | 93.4 ± 5.5 | 87.9 ± 9.0 |
| 375 | 97.4 ± 1.8 | 95.3 ± 3.1 | 91.8 ± 6.3 | 86.6 ± 9.7 |
| 400 | 97.3 ± 1.6 | 95.2 ± 2.9 | 91.1 ± 6.0 | 84.7 ± 9.6 |
| 450 | 97.1 ± 1.4 | 94.4 ± 2.4 | 90.0 ± 5.3 | 84.4 ± 8.1 |
| 500 | 97.3 ± 1.1 | 95.1 ± 1.9 | 90.7 ± 4.4 | 84.4 ± 7.3 |
| 550 | 97.8 ± 0.7 | 95.2 ± 1.2 | 91.3 ± 3.5 | 83.1 ± 7.2 |
| 600 | 97.8 ± 1.1 | 95.2 ± 1.8 | 91.3 ± 3.9 | 83.0 ± 6.4 |
| 650 | 98.4 ± 0.8 | 95.9 ± 1.9 | 92.2 ± 3.3 | 83.4 ± 6.1 |
| 700 | 99.0 ± 0.7 | 96.4 ± 1.9 | 94.7 ± 2.9 | 85.4 ± 7.0 |
| 750 | 99.0 ± 0.7 | 96.8 ± 2.1 | 94.4 ± 2.8 | 85.1 ± 8.6 |
| 800 | 99.6 ± 0.3 | 97.1 ± 1.9 | 95.7 ± 2.0 | 85.2 ± 8.9 |
| 850 | 99.7 ± 0.3 | 97.3 ± 3.2 | 97.6 ± 1.4 | 87.7 ± 8.6 |
| 900 | 99.7 ± 0.4 | 97.5 ± 2.2 | 97.0 ± 1.4 | 86.7 ± 8.8 |