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SotA/Computer Vision/Image Clustering/ImageNet-100 (TEMI Split)

Image Clustering on ImageNet-100 (TEMI Split)

Metric: NMI (higher is better)

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#Model↕NMI▼Extra DataPaperDate↕Code
1TEMI CLIP ViT-L (openai)0.9006YesExploring the Limits of Deep Image Clustering us...2023-03-31Code
2TEMI MSN ViT-L0.8853YesExploring the Limits of Deep Image Clustering us...2023-03-31Code
3TEMI DINO ViT-B0.8565YesExploring the Limits of Deep Image Clustering us...2023-03-31Code
4Single-Noun Prior0.805YesDataset Summarization by K Principal Concepts2021-04-08-
5SCAN0.787NoSCAN: Learning to Classify Images without Labels2020-05-25Code