s4_e3
done · peak unseen_mismatch 75.1
α schedule
α 4.0 ×50 α 3.9565 ×50 α 3.913 ×50 α 3.8696 ×50 α 3.8261 ×50 α 3.7826 ×50 α 3.7391 ×50 α 3.6957 ×50 α 3.6522 ×50 α 3.6087 ×50 α 3.5652 ×50 α 3.5217 ×50 α 3.4783 ×50 α 3.4348 ×50 α 3.3913 ×50 α 3.3478 ×50 α 3.3043 ×50 α 3.2609 ×50 α 3.2174 ×50 α 3.1739 ×50 α 3.1304 ×50 α 3.087 ×50 α 3.0435 ×50 α 3.0 ×50
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 3.0
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 | 58.6 ± 8.4 | 56.7 ± 7.2 | 54.1 ± 5.3 | 53.1 ± 4.3 |
| 150 | 78.4 ± 5.5 | 77.0 ± 5.2 | 64.5 ± 5.5 | 61.7 ± 5.5 |
| 200 | 82.4 ± 1.3 | 81.4 ± 1.7 | 65.9 ± 3.0 | 63.7 ± 4.0 |
| 250 | 85.8 ± 2.2 | 84.3 ± 1.6 | 67.6 ± 4.2 | 65.4 ± 2.6 |
| 300 | 88.2 ± 1.5 | 86.2 ± 1.9 | 70.8 ± 2.5 | 68.2 ± 3.9 |
| 350 | 88.4 ± 2.2 | 86.6 ± 2.1 | 70.8 ± 4.9 | 67.7 ± 5.9 |
| 400 | 88.1 ± 1.8 | 85.8 ± 2.4 | 69.9 ± 3.7 | 65.0 ± 5.4 |
| 450 | 89.4 ± 1.6 | 86.7 ± 2.1 | 71.7 ± 3.9 | 67.2 ± 4.4 |
| 500 | 90.8 ± 0.9 | 88.7 ± 1.5 | 72.7 ± 2.7 | 68.1 ± 4.1 |
| 550 | 89.9 ± 1.6 | 87.6 ± 2.5 | 73.2 ± 4.4 | 68.1 ± 4.8 |
| 600 | 90.9 ± 1.0 | 88.5 ± 1.6 | 74.3 ± 2.8 | 68.8 ± 4.1 |
| 650 | 91.9 ± 1.2 | 89.1 ± 1.8 | 76.3 ± 3.0 | 69.9 ± 5.1 |
| 700 | 90.8 ± 1.2 | 88.8 ± 2.4 | 75.4 ± 3.5 | 69.8 ± 6.2 |
| 750 | 91.7 ± 1.1 | 89.3 ± 2.1 | 76.4 ± 3.2 | 69.4 ± 5.9 |
| 800 | 91.6 ± 1.3 | 89.1 ± 1.8 | 75.4 ± 4.6 | 69.3 ± 7.0 |
| 850 | 92.5 ± 0.9 | 89.8 ± 1.8 | 77.2 ± 3.8 | 70.4 ± 5.9 |
| 900 | 92.7 ± 1.3 | 90.1 ± 1.9 | 76.7 ± 3.9 | 71.0 ± 6.5 |
| 950 | 93.0 ± 1.1 | 90.7 ± 1.6 | 79.1 ± 3.8 | 72.5 ± 5.8 |
| 1000 | 93.5 ± 1.4 | 90.8 ± 1.5 | 80.2 ± 3.6 | 73.4 ± 5.1 |
| 1050 | 93.2 ± 0.8 | 90.9 ± 1.7 | 80.2 ± 2.1 | 73.1 ± 6.6 |
| 1100 | 93.5 ± 0.8 | 91.2 ± 1.7 | 79.6 ± 3.3 | 73.0 ± 6.3 |
| 1150 | 94.7 ± 0.9 | 92.3 ± 1.3 | 82.0 ± 2.6 | 75.1 ± 5.0 |
| 1200 | 94.4 ± 0.8 | 91.8 ± 1.7 | 81.0 ± 3.5 | 73.0 ± 6.6 |