Unsupervised Image Classification On Imagenet
评估指标
ARI
Accuracy (%)
评测结果
各个模型在此基准测试上的表现结果
比较表格
| 模型名称 | ARI | Accuracy (%) |
|---|---|---|
| self-supervised-classification-network | 29.5 | 41.1 |
| self-supervised-learning-for-large-scale | 23.94±0.16 | 46.03±0.21 |
| deepdpm-deep-clustering-with-an-unknown | 14 | 25 |
| ibot-image-bert-pre-training-with-online | 32.8 | 43.4 |
| let-go-of-your-labels-with-unsupervised-1 | 62.5 | 72.9 |
| self-supervised-learning-by-estimating-twin-1 | 30.0 | 40.6 |
| self-supervised-learning-for-large-scale | 22.80±0.60 | 39.07±0.61 |
| learning-to-classify-images-without-labels | 27.5 | 39.9 |