fixed_2.6
done · peak unseen_mismatch 78.9
α schedule
α 2.6 ×400
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 2.6
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 |
|---|---|---|---|---|
| 100 | 52.8 ± 2.2 | 50.7 ± 1.7 | 50.3 ± 2.2 | 49.7 ± 1.7 |
| 110 | 55.0 ± 4.6 | 51.4 ± 3.3 | 51.9 ± 3.6 | 50.6 ± 2.0 |
| 120 | 56.3 ± 7.6 | 53.7 ± 5.8 | 53.8 ± 7.1 | 51.4 ± 4.6 |
| 130 | 59.7 ± 10.8 | 55.3 ± 7.5 | 56.5 ± 9.4 | 52.2 ± 5.0 |
| 140 | 64.3 ± 12.7 | 57.9 ± 8.0 | 60.3 ± 11.8 | 53.7 ± 5.5 |
| 150 | 69.5 ± 14.0 | 63.9 ± 11.3 | 64.7 ± 14.0 | 58.7 ± 9.4 |
| 160 | 75.3 ± 14.4 | 70.0 ± 13.7 | 69.7 ± 15.1 | 63.7 ± 12.6 |
| 170 | 81.1 ± 11.5 | 74.7 ± 11.4 | 74.6 ± 13.7 | 67.6 ± 12.1 |
| 180 | 86.0 ± 10.8 | 80.6 ± 10.6 | 78.5 ± 13.0 | 72.7 ± 11.8 |
| 190 | 88.6 ± 9.9 | 83.5 ± 10.2 | 81.1 ± 13.3 | 76.0 ± 11.7 |
| 200 | 87.9 ± 9.3 | 84.1 ± 9.4 | 79.9 ± 12.2 | 74.9 ± 10.7 |
| 210 | 89.7 ± 7.1 | 86.1 ± 7.8 | 80.4 ± 10.9 | 76.8 ± 10.3 |
| 220 | 91.1 ± 5.5 | 87.6 ± 5.8 | 81.1 ± 9.1 | 76.6 ± 7.6 |
| 230 | 91.9 ± 4.0 | 89.0 ± 3.3 | 81.7 ± 7.7 | 77.9 ± 6.3 |
| 240 | 91.9 ± 4.2 | 88.6 ± 4.6 | 80.9 ± 7.1 | 77.0 ± 5.3 |
| 250 | 92.9 ± 2.9 | 90.7 ± 2.7 | 81.8 ± 6.4 | 78.3 ± 5.6 |
| 260 | 93.2 ± 3.0 | 91.4 ± 2.5 | 82.3 ± 6.4 | 78.9 ± 5.7 |
| 270 | 92.7 ± 2.3 | 90.9 ± 1.9 | 79.7 ± 3.9 | 76.7 ± 3.6 |
| 280 | 92.7 ± 1.5 | 90.7 ± 1.3 | 80.7 ± 2.8 | 77.2 ± 3.2 |
| 290 | 93.6 ± 1.3 | 91.5 ± 1.2 | 81.9 ± 3.0 | 78.4 ± 3.2 |
| 300 | 93.8 ± 1.5 | 91.5 ± 1.3 | 82.2 ± 3.4 | 78.3 ± 2.9 |
| 310 | 93.4 ± 1.5 | 91.6 ± 1.6 | 81.7 ± 4.1 | 78.7 ± 3.4 |
| 320 | 93.5 ± 1.4 | 91.7 ± 1.3 | 81.5 ± 3.5 | 78.5 ± 2.9 |
| 330 | 93.9 ± 1.4 | 92.0 ± 1.6 | 81.6 ± 4.3 | 78.3 ± 3.8 |
| 340 | 93.6 ± 1.5 | 91.7 ± 1.6 | 80.3 ± 3.6 | 77.3 ± 3.3 |
| 350 | 93.8 ± 0.9 | 91.7 ± 1.8 | 79.6 ± 4.0 | 75.9 ± 4.7 |
| 360 | 93.7 ± 1.0 | 91.6 ± 1.4 | 80.1 ± 3.1 | 76.7 ± 3.0 |
| 370 | 93.8 ± 0.9 | 91.6 ± 1.3 | 80.2 ± 3.4 | 76.3 ± 2.8 |
| 380 | 93.6 ± 1.0 | 91.1 ± 1.3 | 79.6 ± 3.6 | 75.6 ± 3.9 |
| 390 | 93.8 ± 1.3 | 91.8 ± 1.7 | 79.9 ± 3.2 | 76.2 ± 3.7 |
| 400 | 94.0 ± 0.9 | 91.7 ± 1.4 | 78.7 ± 3.3 | 75.2 ± 3.2 |