s5_e0
done · peak unseen_mismatch 93.1
Referenced by
α schedule
α 5.0 ×50 α 4.7826 ×50 α 4.5652 ×50 α 4.3478 ×50 α 4.1304 ×50 α 3.913 ×50 α 3.6957 ×50 α 3.4783 ×50 α 3.2609 ×50 α 3.0435 ×50 α 2.8261 ×50 α 2.6087 ×50 α 2.3913 ×50 α 2.1739 ×50 α 1.9565 ×50 α 1.7391 ×50 α 1.5217 ×50 α 1.3043 ×50 α 1.087 ×50 α 0.8696 ×50 α 0.6522 ×50 α 0.4348 ×50 α 0.2174 ×50 α 0.0 ×50
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 0.0
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 ± 6.9 | 57.9 ± 5.0 | 53.8 ± 3.6 | 51.3 ± 2.2 |
| 150 | 79.4 ± 3.4 | 77.8 ± 2.2 | 66.2 ± 5.3 | 62.6 ± 4.2 |
| 200 | 81.1 ± 2.5 | 80.1 ± 2.6 | 64.5 ± 4.2 | 62.9 ± 4.2 |
| 250 | 82.3 ± 2.6 | 81.8 ± 2.9 | 66.4 ± 4.4 | 63.8 ± 4.9 |
| 300 | 85.1 ± 3.3 | 84.1 ± 2.7 | 68.1 ± 6.3 | 66.0 ± 6.8 |
| 350 | 86.4 ± 1.5 | 85.5 ± 1.3 | 68.7 ± 3.4 | 65.9 ± 4.0 |
| 400 | 89.0 ± 1.4 | 88.1 ± 1.6 | 73.8 ± 3.9 | 70.6 ± 3.9 |
| 450 | 89.9 ± 1.4 | 88.3 ± 1.9 | 72.8 ± 4.3 | 68.7 ± 4.0 |
| 500 | 92.2 ± 1.9 | 89.7 ± 2.2 | 76.2 ± 5.0 | 69.8 ± 5.0 |
| 550 | 92.6 ± 1.3 | 90.8 ± 1.8 | 76.5 ± 3.2 | 71.3 ± 3.0 |
| 600 | 94.0 ± 1.6 | 91.6 ± 1.6 | 79.5 ± 4.1 | 72.6 ± 4.5 |
| 650 | 95.3 ± 1.3 | 93.8 ± 0.9 | 82.5 ± 4.6 | 75.7 ± 2.7 |
| 700 | 96.7 ± 0.9 | 94.7 ± 1.3 | 85.6 ± 3.5 | 78.4 ± 3.5 |
| 750 | 97.6 ± 1.0 | 96.2 ± 1.0 | 90.0 ± 3.3 | 83.3 ± 3.7 |
| 800 | 98.6 ± 0.6 | 96.9 ± 1.1 | 93.5 ± 3.0 | 84.5 ± 5.2 |
| 850 | 99.5 ± 0.2 | 98.3 ± 0.8 | 95.2 ± 2.7 | 88.1 ± 4.5 |
| 900 | 99.7 ± 0.2 | 98.5 ± 1.1 | 96.7 ± 2.2 | 86.8 ± 5.6 |
| 950 | 100.0 ± 0.1 | 99.2 ± 0.8 | 98.9 ± 1.3 | 91.7 ± 5.5 |
| 1000 | 100.0 ± 0.0 | 99.3 ± 1.0 | 99.8 ± 0.2 | 93.1 ± 4.4 |
| 1050 | 100.0 ± 0.0 | 98.7 ± 2.9 | 100.0 ± 0.1 | 91.8 ± 10.4 |
| 1100 | 100.0 ± 0.0 | 90.2 ± 18.0 | 100.0 ± 0.0 | 82.1 ± 18.7 |
| 1150 | 100.0 ± 0.0 | 50.4 ± 32.7 | 99.8 ± 0.3 | 45.2 ± 29.0 |
| 1200 | 100.0 ± 0.0 | 32.9 ± 29.0 | 100.0 ± 0.1 | 32.1 ± 27.4 |