From: SKZC: self-distillation and k-nearest neighbor-based zero-shot classification
 | CIFAR-10 | STL-10 | ImageNet-10 | CIFAR-100 | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
NMI | ACC | ARI | NMI | ACC | ARI | NMI | ACC | ARI | NMI | ACC | ARI | |
K-means | 0.759 | 0.862 | 0.726 | 0.945 | 0.975 | 0.944 | 0.972 | 0.990 | 0.978 | 0.623 | 0.482 | 0.326 |
Agglomerative | 0.722 | 0.742 | 0.632 | 0.930 | 0.964 | 0.924 | 0.958 | 0.981 | 0.958 | 0.622 | 0.472 | 0.308 |
CC | 0.705 | 0.790 | 0.637 | 0.764 | 0.850 | 0.726 | 0.859 | 0.893 | 0.822 | 0.431 | 0.429 | 0.266 |
SKZC | 0.909 | 0.962 | 0.919 | 0.976 | 0.991 | 0.981 | 0.983 | 0.994 | 0.987 | 0.801 | 0.818 | 0.677 |