Unsupervised Image Classification 벤치마크
Unsupervised Image Classification on ObjectNet
| Rank | Model | ARI | Accuracy (%) | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | InfoMin ResNeXt-152 + SK (PCA+k-means) | 1.59±0.04 | 6.53±0.19 | Self-Supervised Learning for Large-Scale Unsupervised Image Clustering | Randl/kmeans_selfsuper | 2020 |
| 2 | SimCLRv2 ResNet-152 + SK (PCA+k-means, 1500 clusters) | 1.32±0.05 | 6.47±0.07 | Self-Supervised Learning for Large-Scale Unsupervised Image Clustering | Randl/kmeans_selfsuper | 2020 |