TABLE VII.
Ablation studies of SPICEs on the whole STL10 dataset.
Variants | acc | NMI | ARI |
---|---|---|---|
Non-overlap | 0.885±0.002 | 0.788±0.003 | 0.771±0.003 |
Joint-SH | 0.622±0.061 | 0.513±0.037 | 0.437±0.053 |
Joint-MH | 0.687±0.037 | 0.577±0.029 | 0.512±0.033 |
Entropy | 0.907±0.001 | 0.817±0.003 | 0.810±0.003 |
CE | 0.875±0.031 | 0.784±0.017 | 0.764±0.033 |
TCE | 0.895±0.005 | 0.794±0.010 | 0.787±0.010 |
SPICE s | 0.908±0.001 | 0.817±0.002 | 0.812±0.002 |