Classification on Splice
97.72AccuracyMultilinear-STE
Evaluation Results
| Method | Links | |
|---|---|---|
| Multilinear-STE2026.05 | 97.72 | |
| Multilinear-CovJac2026.05 | 97.53 | |
| Soft-Mix2026.05 | 97.4 | |
| M-CovJac#p/n=4, L=6, k=4k, iterations=50k, τ=1.02026.05 | 97.2 | |
| Gumbel-ST2026.05 | 97.2 | |
| M-STE#p/n=4, L=6, k=4k, iterations=50k, τ=1.02026.05 | 97.07 | |
| Soft-Mix#p/n=16, L=6, k=4k, iterations=50k, τ=1.02026.05 | 97.01 | |
| Gumbel-ST#p/n=16, L=6, k=4k, iterations=50k, τ=1.02026.05 | 96.81 | |
| Peernoise_rates=0.1, 0.3, prior_equalization=p != 0.52019.10 | 92.5 | |
| PeerPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 92.5 | |
| Peernoise_rates=0.1, 0.3, prior_equalization=p = 0.52019.10 | 91.9 | |
| PeerPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 91.9 | |
| PeerPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 91.2 | |
| PeerPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 90.1 | |
| DMIPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 88.9 | |
| Surrnoise_rates=0.1, 0.3, prior_equalization=p != 0.52019.10 | 88.5 | |
| SurrPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 88.5 | |
| SurrPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 87.8 | |
| DMIPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 87.5 | |
| SymmPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 86.8 | |
| SymmPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 85.1 | |
| SurrPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 84 | |
| SurrPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 83.2 | |
| PeerPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 82.2 | |
| PeerPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 81.9 | |
| NNPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 81.1 | |
| DMIPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 81 | |
| NNPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 80.9 | |
| DMIPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 80.1 | |
| SymmPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 78.2 | |
| SymmPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 75.7 | |
| SurrPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 75.5 | |
| SurrPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 75.4 | |
| NNPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 72.5 | |
| NNPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 71.4 | |
| SymmPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 67.4 | |
| DMIPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 66 | |
| SymmPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 65.7 | |
| DMIPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 64.7 | |
| NNPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 62.6 | |
| NNPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 60.1 |