Modular Addition on Modular Addition (test)
100Accuracy (τ=0.1)Auxiliary Modulus Kq
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Auxiliary Modulus KqN=16, q=257, Training Samples=1M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=16, q=257, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| BaselineN=16, q=257, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 99.8 | |
| Auxiliary Modulus KqN=16, q=3329, Training Samples=1M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=16, q=3329, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| BaselineN=16, q=3329, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 99.9 | |
| Auxiliary Modulus KqN=16, q=42899, Training Samples=1M, Embedding Type=angular embedding2026.05 | 100 | 99.9 | |
| Auxiliary Modulus KqN=16, q=42899, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| BaselineN=16, q=42899, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 99.9 | |
| Auxiliary Modulus KqN=16, q=974269, Training Samples=1M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=16, q=974269, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| BaselineN=16, q=974269, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 99.9 | |
| Auxiliary Modulus KqN=32, q=257, Training Samples=1M, Embedding Type=angular embedding2026.05 | 100 | 99.1 | |
| Auxiliary Modulus KqN=32, q=257, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=32, q=3329, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=32, q=42899, Training Samples=1M, Embedding Type=angular embedding2026.05 | 100 | 99.4 | |
| Auxiliary Modulus KqN=32, q=42899, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=32, q=974269, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| BaselineN=32, q=974269, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 99.5 | |
| Auxiliary Modulus KqN=64, q=257, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=64, q=3329, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=64, q=42899, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=64, q=974269, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=128, q=257, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=128, q=3329, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| Auxiliary Modulus KqN=128, q=42899, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 99.6 | |
| Auxiliary Modulus KqN=128, q=974269, Training Samples=10M, Embedding Type=angular embedding2026.05 | 100 | 100 | |
| BaselineN=32, q=257, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99.9 | 99.6 | |
| Auxiliary Modulus KqN=32, q=3329, Training Samples=1M, Embedding Type=angular embedding2026.05 | 99.9 | 99.2 | |
| BaselineN=32, q=3329, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99.9 | 99.5 | |
| BaselineN=32, q=42899, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99.9 | 99.5 | |
| Auxiliary Modulus KqN=64, q=257, Training Samples=1M, Embedding Type=angular embedding2026.05 | 99.9 | 98.1 | |
| BaselineN=64, q=257, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99.8 | 98.8 | |
| Auxiliary Modulus KqN=64, q=3329, Training Samples=1M, Embedding Type=angular embedding2026.05 | 99.8 | 98 | |
| BaselineN=64, q=3329, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99.8 | 98.7 | |
| Auxiliary Modulus KqN=32, q=974269, Training Samples=1M, Embedding Type=angular embedding2026.05 | 99.7 | 97.8 | |
| Auxiliary Modulus KqN=64, q=42899, Training Samples=1M, Embedding Type=angular embedding2026.05 | 99.7 | 97.6 | |
| BaselineN=64, q=42899, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99.7 | 98.2 | |
| Auxiliary Modulus KqN=64, q=974269, Training Samples=1M, Embedding Type=angular embedding2026.05 | 99.7 | 97.8 | |
| BaselineN=64, q=974269, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99.7 | 98.5 | |
| Auxiliary Modulus KqN=128, q=3329, Training Samples=1M, Embedding Type=angular embedding2026.05 | 99.6 | 97.2 | |
| Auxiliary Modulus KqN=128, q=974269, Training Samples=1M, Embedding Type=angular embedding2026.05 | 99.4 | 97 | |
| BaselineN=128, q=974269, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99.2 | 93.9 | |
| Auxiliary Modulus KqN=128, q=257, Training Samples=1M, Embedding Type=angular embedding2026.05 | 99.1 | 96.4 | |
| BaselineN=128, q=257, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99.1 | 93.9 | |
| BaselineN=128, q=42899, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99.1 | 93.8 | |
| BaselineN=128, q=3329, Training Samples=10M, Embedding Type=angular embedding2026.05 | 99 | 93.1 | |
| BaselineN=16, q=42899, Training Samples=1M, Embedding Type=angular embedding2026.05 | 98.6 | 93.3 | |
| BaselineN=16, q=257, Training Samples=1M, Embedding Type=angular embedding2026.05 | 98.4 | 92.1 | |
| BaselineN=16, q=974269, Training Samples=1M, Embedding Type=angular embedding2026.05 | 98.4 | 93.2 | |
| Auxiliary Modulus KqN=128, q=42899, Training Samples=1M, Embedding Type=angular embedding2026.05 | 98.4 | 94.4 | |
| BaselineN=16, q=3329, Training Samples=1M, Embedding Type=angular embedding2026.05 | 98.3 | 92.5 | |
| BaselineN=32, q=257, Training Samples=1M, Embedding Type=angular embedding2026.05 | 95.9 | 82.4 | |
| BaselineN=32, q=3329, Training Samples=1M, Embedding Type=angular embedding2026.05 | 95.9 | 82.3 | |
| BaselineN=32, q=42899, Training Samples=1M, Embedding Type=angular embedding2026.05 | 95.6 | 81.5 | |
| BaselineN=32, q=974269, Training Samples=1M, Embedding Type=angular embedding2026.05 | 95.2 | 79.9 | |
| BaselineN=64, q=974269, Training Samples=1M, Embedding Type=angular embedding2026.05 | 82.4 | 55.8 | |
| BaselineN=64, q=257, Training Samples=1M, Embedding Type=angular embedding2026.05 | 80.2 | 53.3 | |
| BaselineN=64, q=3329, Training Samples=1M, Embedding Type=angular embedding2026.05 | 70.5 | 43.4 | |
| BaselineN=64, q=42899, Training Samples=1M, Embedding Type=angular embedding2026.05 | 62.1 | 36.5 | |
| BaselineN=128, q=42899, Training Samples=1M, Embedding Type=angular embedding2026.05 | 23.4 | 11.9 | |
| BaselineN=128, q=974269, Training Samples=1M, Embedding Type=angular embedding2026.05 | 18.6 | 9.5 | |
| BaselineN=128, q=257, Training Samples=1M, Embedding Type=angular embedding2026.05 | 10.3 | 5 | |
| BaselineN=128, q=3329, Training Samples=1M, Embedding Type=angular embedding2026.05 | 7.6 | 3.9 |