s3_e4
done · peak unseen_mismatch 72.1
α schedule
α 3.0 ×50 α 3.0435 ×50 α 3.087 ×50 α 3.1304 ×50 α 3.1739 ×50 α 3.2174 ×50 α 3.2609 ×50 α 3.3043 ×50 α 3.3478 ×50 α 3.3913 ×50 α 3.4348 ×50 α 3.4783 ×50 α 3.5217 ×50 α 3.5652 ×50 α 3.6087 ×50 α 3.6522 ×50 α 3.6957 ×50 α 3.7391 ×50 α 3.7826 ×50 α 3.8261 ×50 α 3.8696 ×50 α 3.913 ×50 α 3.9565 ×50 α 4.0 ×50
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 4.0
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 ± 2.2 | 49.6 ± 0.8 | 50.0 ± 1.7 | 50.3 ± 1.6 |
| 100 | 56.7 ± 6.5 | 53.9 ± 4.7 | 54.0 ± 5.8 | 50.8 ± 2.7 |
| 150 | 76.8 ± 13.3 | 74.0 ± 12.2 | 68.7 ± 13.2 | 64.2 ± 11.2 |
| 200 | 88.2 ± 3.5 | 86.7 ± 3.2 | 75.9 ± 6.1 | 72.1 ± 6.5 |
| 250 | 89.0 ± 2.1 | 87.6 ± 1.7 | 74.5 ± 3.9 | 71.5 ± 3.4 |
| 300 | 90.6 ± 1.4 | 89.0 ± 0.9 | 75.2 ± 3.5 | 71.8 ± 2.6 |
| 350 | 91.1 ± 1.9 | 89.5 ± 2.1 | 75.6 ± 4.3 | 71.7 ± 4.1 |
| 400 | 90.3 ± 2.4 | 88.2 ± 1.6 | 73.5 ± 5.5 | 69.0 ± 4.1 |
| 450 | 91.4 ± 1.3 | 89.3 ± 1.4 | 75.6 ± 5.0 | 70.8 ± 5.4 |
| 500 | 91.5 ± 0.6 | 89.5 ± 1.2 | 74.5 ± 2.7 | 69.8 ± 3.5 |
| 550 | 92.0 ± 1.1 | 89.9 ± 0.9 | 76.3 ± 3.0 | 71.9 ± 3.3 |
| 600 | 91.4 ± 1.1 | 89.3 ± 1.2 | 74.8 ± 3.6 | 70.2 ± 4.5 |
| 650 | 92.4 ± 1.2 | 89.8 ± 2.1 | 76.1 ± 5.0 | 70.4 ± 5.4 |
| 700 | 91.7 ± 0.8 | 89.7 ± 1.7 | 75.2 ± 3.0 | 70.8 ± 4.7 |
| 750 | 92.3 ± 1.4 | 89.9 ± 1.5 | 76.1 ± 4.3 | 71.2 ± 6.0 |
| 800 | 91.4 ± 1.5 | 89.9 ± 1.6 | 74.6 ± 5.8 | 70.3 ± 6.3 |
| 850 | 91.4 ± 0.9 | 89.8 ± 1.5 | 76.3 ± 3.9 | 71.5 ± 4.2 |
| 900 | 91.4 ± 1.6 | 89.7 ± 1.3 | 75.5 ± 4.4 | 71.2 ± 5.2 |
| 950 | 91.7 ± 1.2 | 89.5 ± 1.1 | 76.0 ± 3.8 | 70.5 ± 4.1 |
| 1000 | 91.5 ± 1.1 | 89.6 ± 1.2 | 75.7 ± 3.9 | 70.2 ± 4.9 |
| 1050 | 91.5 ± 1.2 | 89.2 ± 1.1 | 75.3 ± 4.2 | 69.5 ± 3.6 |
| 1100 | 91.2 ± 1.2 | 89.0 ± 1.5 | 75.8 ± 4.8 | 69.9 ± 5.5 |
| 1150 | 91.8 ± 1.5 | 90.0 ± 1.0 | 77.4 ± 4.6 | 71.5 ± 5.4 |
| 1200 | 91.8 ± 1.3 | 89.9 ± 0.9 | 74.6 ± 5.0 | 70.5 ± 5.4 |