s4_e5
done · peak unseen_mismatch 68.4
α schedule
α 4.0 ×50 α 4.0435 ×50 α 4.087 ×50 α 4.1304 ×50 α 4.1739 ×50 α 4.2174 ×50 α 4.2609 ×50 α 4.3043 ×50 α 4.3478 ×50 α 4.3913 ×50 α 4.4348 ×50 α 4.4783 ×50 α 4.5217 ×50 α 4.5652 ×50 α 4.6087 ×50 α 4.6522 ×50 α 4.6957 ×50 α 4.7391 ×50 α 4.7826 ×50 α 4.8261 ×50 α 4.8696 ×50 α 4.913 ×50 α 4.9565 ×50 α 5.0 ×50
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 5.0
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 | 51.7 ± 1.9 | 49.6 ± 1.0 | 49.9 ± 2.1 | 50.5 ± 1.2 |
| 100 | 58.9 ± 8.5 | 57.1 ± 7.3 | 53.8 ± 5.4 | 52.7 ± 4.5 |
| 150 | 77.3 ± 4.7 | 76.7 ± 4.5 | 64.0 ± 5.6 | 61.1 ± 6.0 |
| 200 | 81.4 ± 1.8 | 80.5 ± 1.6 | 65.5 ± 2.9 | 63.4 ± 3.6 |
| 250 | 84.5 ± 1.7 | 82.7 ± 1.9 | 66.0 ± 4.5 | 64.3 ± 3.5 |
| 300 | 85.8 ± 1.3 | 84.6 ± 1.3 | 67.9 ± 2.4 | 65.8 ± 2.6 |
| 350 | 87.8 ± 2.1 | 85.9 ± 1.9 | 70.6 ± 4.3 | 67.4 ± 5.2 |
| 400 | 86.4 ± 2.0 | 84.1 ± 2.1 | 68.2 ± 3.9 | 64.1 ± 2.3 |
| 450 | 86.7 ± 1.3 | 84.7 ± 2.2 | 68.6 ± 4.7 | 64.5 ± 5.5 |
| 500 | 87.3 ± 1.8 | 85.2 ± 1.8 | 69.1 ± 3.1 | 64.8 ± 3.7 |
| 550 | 88.0 ± 1.5 | 86.0 ± 1.9 | 70.0 ± 4.0 | 67.0 ± 4.6 |
| 600 | 88.3 ± 2.2 | 86.5 ± 2.4 | 71.1 ± 4.7 | 67.5 ± 5.6 |
| 650 | 88.1 ± 1.4 | 86.0 ± 1.5 | 71.2 ± 3.7 | 66.8 ± 4.1 |
| 700 | 88.0 ± 1.6 | 85.8 ± 2.1 | 69.3 ± 2.7 | 65.0 ± 2.9 |
| 750 | 88.6 ± 1.2 | 86.4 ± 2.0 | 71.8 ± 3.8 | 68.4 ± 5.0 |
| 800 | 88.0 ± 1.7 | 85.6 ± 1.3 | 70.3 ± 3.5 | 67.0 ± 4.4 |
| 850 | 88.3 ± 1.4 | 86.8 ± 1.5 | 71.4 ± 3.4 | 67.6 ± 3.7 |
| 900 | 87.8 ± 1.3 | 85.6 ± 1.4 | 70.2 ± 3.6 | 66.2 ± 4.3 |
| 950 | 88.3 ± 1.0 | 85.9 ± 1.3 | 71.0 ± 4.1 | 67.6 ± 3.5 |
| 1000 | 88.4 ± 1.1 | 86.1 ± 1.3 | 70.6 ± 4.2 | 66.9 ± 3.8 |
| 1050 | 88.1 ± 1.5 | 85.9 ± 1.6 | 71.2 ± 3.5 | 66.7 ± 3.2 |
| 1100 | 89.0 ± 1.2 | 87.0 ± 1.4 | 72.9 ± 4.2 | 68.1 ± 4.3 |
| 1150 | 88.5 ± 1.0 | 86.5 ± 1.2 | 71.5 ± 3.1 | 67.5 ± 3.7 |
| 1200 | 88.4 ± 1.6 | 86.5 ± 1.2 | 70.9 ± 3.7 | 67.2 ± 2.9 |