s2_e1_blk
done · peak unseen_mismatch 98.0
α schedule
α 2.0 ×600 α 1.0 ×600
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.0
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 | 50.5 ± 1.9 | 49.9 ± 0.5 | 50.1 ± 1.9 | 50.1 ± 1.5 |
| 100 | 51.8 ± 1.7 | 50.8 ± 1.9 | 50.5 ± 1.7 | 50.4 ± 1.9 |
| 150 | 63.7 ± 13.6 | 55.5 ± 7.2 | 62.4 ± 12.6 | 52.6 ± 6.4 |
| 200 | 80.6 ± 21.2 | 67.9 ± 17.0 | 79.9 ± 21.9 | 66.8 ± 15.8 |
| 250 | 96.6 ± 6.5 | 91.5 ± 8.4 | 95.5 ± 8.6 | 88.7 ± 10.9 |
| 300 | 99.3 ± 0.7 | 98.5 ± 0.9 | 98.6 ± 1.6 | 96.5 ± 1.9 |
| 350 | 98.8 ± 0.8 | 97.6 ± 1.5 | 96.5 ± 2.1 | 94.1 ± 3.4 |
| 400 | 98.3 ± 1.0 | 97.5 ± 1.4 | 94.8 ± 2.5 | 92.0 ± 4.4 |
| 450 | 98.0 ± 0.7 | 96.8 ± 1.6 | 93.2 ± 3.1 | 89.7 ± 4.5 |
| 500 | 97.5 ± 0.5 | 96.3 ± 1.0 | 90.5 ± 2.5 | 87.8 ± 2.4 |
| 550 | 96.8 ± 1.0 | 95.8 ± 1.3 | 88.7 ± 2.4 | 85.0 ± 2.8 |
| 600 | 97.0 ± 0.4 | 95.7 ± 1.6 | 89.5 ± 1.7 | 86.5 ± 2.9 |
| 650 | 99.9 ± 0.1 | 99.8 ± 0.2 | 99.5 ± 0.5 | 98.0 ± 1.8 |
| 700 | 99.8 ± 0.4 | 99.6 ± 0.3 | 99.1 ± 1.3 | 97.2 ± 2.1 |
| 750 | 100.0 ± 0.0 | 99.3 ± 0.8 | 99.4 ± 0.5 | 94.9 ± 5.0 |
| 800 | 100.0 ± 0.0 | 99.5 ± 0.8 | 99.6 ± 0.5 | 96.2 ± 4.2 |
| 850 | 100.0 ± 0.0 | 99.3 ± 0.9 | 99.6 ± 0.4 | 94.4 ± 5.5 |
| 900 | 100.0 ± 0.0 | 99.6 ± 0.6 | 99.5 ± 0.5 | 95.7 ± 5.1 |
| 950 | 100.0 ± 0.0 | 99.3 ± 0.8 | 99.0 ± 1.1 | 93.7 ± 4.6 |
| 1000 | 100.0 ± 0.0 | 98.7 ± 2.2 | 99.2 ± 0.8 | 93.8 ± 6.6 |
| 1050 | 100.0 ± 0.0 | 99.0 ± 1.4 | 99.3 ± 0.5 | 92.6 ± 7.1 |
| 1100 | 100.0 ± 0.0 | 99.2 ± 1.1 | 98.7 ± 1.0 | 92.4 ± 5.7 |
| 1150 | 100.0 ± 0.0 | 99.0 ± 1.7 | 98.9 ± 0.7 | 92.4 ± 7.9 |
| 1200 | 100.0 ± 0.0 | 99.1 ± 1.0 | 98.1 ± 1.0 | 91.0 ± 5.4 |