Classification on controlled 784-feature benchmark (test)
92.6Test Accuracy (%)CQP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CQPSparsity=10%2026.06 | 92.6 | — | |
| CQPSparsity=20%2026.06 | 92.4 | — | |
| RandomSparsity=0%2026.06 | 92.25 | — | |
| Magnitude (ℓ1)Sparsity=0%2026.06 | 92.25 | — | |
| Gradient-onlySparsity=0%2026.06 | 92.25 | — | |
| CQPSparsity=0%2026.06 | 92.25 | — | |
| CQPSparsity=30%2026.06 | 92.2 | — | |
| Magnitude (ℓ1)Sparsity=10%2026.06 | 92.1 | — | |
| Magnitude (ℓ1)Sparsity=20%2026.06 | 92 | — | |
| CQPSparsity=40%2026.06 | 92 | — | |
| Magnitude (ℓ1)Sparsity=30%2026.06 | 91.8 | — | |
| Gradient-onlySparsity=10%2026.06 | 91.8 | — | |
| CQPSparsity=50%2026.06 | 91.8 | — | |
| Magnitude (ℓ1)Sparsity=40%2026.06 | 91.7 | — | |
| Magnitude (ℓ1)Sparsity=50%2026.06 | 91.7 | — | |
| CQPSparsity=60%2026.06 | 91.6 | — | |
| Gradient-onlySparsity=20%2026.06 | 91.2 | — | |
| Gradient-onlySparsity=30%2026.06 | 91 | — | |
| RandomSparsity=10%2026.06 | 90.5 | — | |
| Magnitude (ℓ1)Sparsity=60%2026.06 | 89.9 | — | |
| RandomSparsity=20%2026.06 | 88.5 | — | |
| RandomSparsity=30%2026.06 | 88.2 | — | |
| Gradient-onlySparsity=40%2026.06 | 88.1 | — | |
| CQPSparsity=70%2026.06 | 87.2 | — | |
| CQPSparsity=80%2026.06 | 87 | — | |
| CQPSparsity=90%2026.06 | 86.8 | — | |
| Gradient-onlySparsity=50%2026.06 | 85.3 | — | |
| RandomSparsity=40%2026.06 | 84.3 | — | |
| Magnitude (ℓ1)Sparsity=70%2026.06 | 82.4 | — | |
| RandomSparsity=50%2026.06 | 81.4 | — | |
| Magnitude (ℓ1)Sparsity=80%2026.06 | 80.1 | — | |
| Magnitude (ℓ1)Sparsity=90%2026.06 | 76.3 | — | |
| Gradient-onlySparsity=60%2026.06 | 74.2 | — | |
| RandomSparsity=60%2026.06 | 74.1 | — | |
| RandomSparsity=70%2026.06 | 58.3 | — | |
| RandomSparsity=80%2026.06 | 34.2 | — | |
| RandomSparsity=90%2026.06 | 18.2 | — | |
| Gradient-onlySparsity=70%2026.06 | 11.1 | — | |
| Gradient-onlySparsity=80%2026.06 | 10.9 | — | |
| Gradient-onlySparsity=90%2026.06 | 10.8 | — |