s5_e2
done · peak unseen_mismatch 82.5
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 | 51.3 ± 1.5 | 50.3 ± 1.3 | 50.3 ± 1.5 | 50.3 ± 1.8 |
| 100 | 61.5 ± 7.0 | 58.0 ± 5.2 | 54.0 ± 3.6 | 51.3 ± 2.2 |
| 150 | 79.4 ± 3.5 | 77.5 ± 2.3 | 66.2 ± 5.5 | 63.1 ± 5.2 |
| 200 | 80.6 ± 2.4 | 79.7 ± 2.8 | 64.1 ± 3.3 | 62.2 ± 3.5 |
| 250 | 81.5 ± 3.0 | 80.9 ± 2.8 | 64.8 ± 3.9 | 62.6 ± 4.3 |
| 300 | 84.3 ± 3.1 | 83.3 ± 3.0 | 67.9 ± 6.4 | 65.7 ± 6.5 |
| 350 | 84.8 ± 1.9 | 84.1 ± 1.9 | 66.4 ± 4.3 | 64.5 ± 4.0 |
| 400 | 87.1 ± 1.6 | 86.3 ± 2.1 | 71.1 ± 4.0 | 67.5 ± 5.7 |
| 450 | 87.6 ± 1.3 | 86.2 ± 2.3 | 68.9 ± 3.6 | 66.4 ± 4.7 |
| 500 | 88.2 ± 2.2 | 86.8 ± 2.5 | 71.1 ± 4.0 | 67.2 ± 4.7 |
| 550 | 88.4 ± 2.2 | 87.2 ± 2.0 | 71.4 ± 3.6 | 66.8 ± 3.5 |
| 600 | 89.6 ± 1.9 | 87.5 ± 2.1 | 72.8 ± 3.6 | 68.5 ± 4.1 |
| 650 | 89.3 ± 1.3 | 87.8 ± 1.9 | 72.8 ± 3.4 | 68.4 ± 3.6 |
| 700 | 91.0 ± 2.0 | 89.1 ± 1.7 | 75.6 ± 4.6 | 69.8 ± 4.0 |
| 750 | 91.9 ± 1.6 | 89.7 ± 1.7 | 77.3 ± 3.8 | 70.2 ± 4.6 |
| 800 | 92.2 ± 1.2 | 90.4 ± 1.3 | 77.7 ± 2.7 | 72.0 ± 4.2 |
| 850 | 92.7 ± 0.7 | 91.5 ± 1.0 | 78.2 ± 3.8 | 72.9 ± 4.6 |
| 900 | 93.8 ± 1.6 | 92.1 ± 1.4 | 80.6 ± 5.0 | 73.8 ± 5.9 |
| 950 | 95.0 ± 1.0 | 93.2 ± 1.3 | 82.2 ± 3.3 | 75.5 ± 3.6 |
| 1000 | 95.8 ± 0.7 | 93.7 ± 1.1 | 83.0 ± 3.4 | 75.1 ± 7.0 |
| 1050 | 96.3 ± 1.2 | 94.5 ± 1.3 | 84.3 ± 3.3 | 76.3 ± 5.7 |
| 1100 | 96.6 ± 0.6 | 94.7 ± 1.2 | 85.4 ± 3.6 | 77.3 ± 6.3 |
| 1150 | 97.3 ± 0.7 | 96.0 ± 1.1 | 88.2 ± 3.7 | 81.4 ± 5.3 |
| 1200 | 98.0 ± 0.6 | 96.7 ± 0.7 | 89.7 ± 2.8 | 82.5 ± 4.0 |