s5_e2
done · peak unseen_mismatch 83.2
α schedule
α 5.0 ×50 α 4.8696 ×50 α 4.7391 ×50 α 4.6087 ×50 α 4.4783 ×50 α 4.3478 ×50 α 4.2174 ×50 α 4.087 ×50 α 3.9565 ×50 α 3.8261 ×50 α 3.6957 ×50 α 3.5652 ×50 α 3.4348 ×50 α 3.3043 ×50 α 3.1739 ×50 α 3.0435 ×50 α 2.913 ×50 α 2.7826 ×50 α 2.6522 ×50 α 2.5217 ×50 α 2.3913 ×50 α 2.2609 ×50 α 2.1304 ×50 α 2.0 ×50
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.0
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 |
|---|---|---|---|---|
| 50 | 51.8 ± 2.1 | 49.9 ± 1.2 | 50.2 ± 1.8 | 50.0 ± 1.4 |
| 100 | 60.2 ± 7.4 | 58.5 ± 7.1 | 54.0 ± 4.9 | 52.6 ± 4.5 |
| 150 | 75.7 ± 5.6 | 74.1 ± 5.8 | 61.5 ± 4.4 | 58.9 ± 4.4 |
| 200 | 80.2 ± 2.1 | 78.6 ± 1.4 | 63.0 ± 3.1 | 61.3 ± 3.0 |
| 250 | 82.4 ± 2.3 | 81.4 ± 2.1 | 64.6 ± 4.1 | 62.6 ± 2.9 |
| 300 | 84.3 ± 2.1 | 83.0 ± 2.0 | 66.7 ± 4.5 | 64.5 ± 3.4 |
| 350 | 87.1 ± 2.2 | 85.4 ± 2.5 | 69.2 ± 3.1 | 66.0 ± 4.0 |
| 400 | 86.5 ± 2.2 | 84.5 ± 2.4 | 68.6 ± 4.6 | 64.0 ± 5.1 |
| 450 | 87.0 ± 1.6 | 85.0 ± 2.4 | 68.8 ± 5.4 | 63.2 ± 4.6 |
| 500 | 88.6 ± 1.1 | 86.1 ± 2.2 | 70.1 ± 5.1 | 65.1 ± 5.3 |
| 550 | 89.2 ± 1.0 | 87.2 ± 2.1 | 71.9 ± 5.4 | 67.4 ± 6.2 |
| 600 | 89.9 ± 1.4 | 87.6 ± 2.1 | 72.3 ± 3.5 | 67.8 ± 4.7 |
| 650 | 91.2 ± 1.7 | 89.0 ± 2.4 | 74.5 ± 6.0 | 69.1 ± 6.8 |
| 700 | 91.0 ± 1.2 | 88.6 ± 2.2 | 74.0 ± 3.9 | 68.7 ± 5.3 |
| 750 | 92.3 ± 1.1 | 90.2 ± 2.2 | 78.3 ± 3.9 | 71.3 ± 6.5 |
| 800 | 92.7 ± 1.3 | 90.4 ± 2.2 | 77.9 ± 3.8 | 71.1 ± 5.3 |
| 850 | 93.5 ± 0.9 | 91.1 ± 2.1 | 79.8 ± 4.9 | 72.4 ± 6.0 |
| 900 | 94.3 ± 1.1 | 92.3 ± 1.6 | 81.3 ± 3.2 | 75.1 ± 4.9 |
| 950 | 95.0 ± 1.1 | 92.8 ± 1.7 | 82.5 ± 3.9 | 75.1 ± 6.3 |
| 1000 | 95.5 ± 0.5 | 93.2 ± 1.4 | 83.0 ± 2.6 | 74.4 ± 5.0 |
| 1050 | 95.9 ± 0.9 | 94.1 ± 1.8 | 84.5 ± 3.6 | 77.5 ± 4.9 |
| 1100 | 96.6 ± 0.3 | 94.7 ± 1.5 | 86.1 ± 3.7 | 79.0 ± 4.8 |
| 1150 | 97.9 ± 0.5 | 96.3 ± 1.1 | 89.6 ± 1.9 | 82.7 ± 4.4 |
| 1200 | 98.4 ± 0.5 | 96.6 ± 0.9 | 91.0 ± 3.8 | 83.2 ± 6.7 |