TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Computer Vision/Image Clustering/ImageNet

Image Clustering on ImageNet

Metric: NMI (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕NMI▼Extra DataPaperDate↕Code
1TURTLE (CLIP + DINOv2)88.2NoLet Go of Your Labels with Unsupervised Transfer2024-06-11Code
2MIM-Refiner (D2V2-ViT-H/14)87.2NoMIM-Refiner: A Contrastive Learning Boost from I...2024-02-15Code
3MIM-Refiner (MAE-ViT-H/14)85.3NoMIM-Refiner: A Contrastive Learning Boost from I...2024-02-15Code
4PRO-DSC83.4NoExploring a Principled Framework for Deep Subspa...2025-03-21Code
5TEMI MSN (ViT-L)82.5NoExploring the Limits of Deep Image Clustering us...2023-03-31Code
6MAE-CT (ViT-H/16 best)81.8NoContrastive Tuning: A Little Help to Make Masked...2023-04-20Code
7MAE-CT (ViT-H/16 mean)81.7NoContrastive Tuning: A Little Help to Make Masked...2023-04-20Code
8TEMI DINO (ViT-B)81.4NoExploring the Limits of Deep Image Clustering us...2023-03-31Code
9SeCu79.4NoStable Cluster Discrimination for Deep Clustering2023-11-24Code
10CoKe76.2NoStable Cluster Discrimination for Deep Clustering2023-11-24Code
11SCAN72NoSCAN: Learning to Classify Images without Labels2020-05-25Code
12SeLa66.4NoSelf-labelling via simultaneous clustering and r...2019-11-13Code