# Image Clustering on ImageNet 1k (val) Source: [Image Clustering on ImageNet 1k (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:25.504Z Evaluation of image clustering performance on the validation split of the ImageNet 1k dataset, measured using Cluster Accuracy and Silhouette Score. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Image Clustering | | Dataset (including any stated split) | ImageNet 1k (val) | | Metric | Cluster Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Cluster Accuracy](): Higher is better; unit: PERCENT. - [Silhouette Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Cluster Accuracy | Result date | Report paper | | --- | --- | --- | --- | | MAE-CT\_min | 58 | Not recorded | 68fa708e1e209131cea4bc01 | | MAE-CT\_aug | 56.9 | Not recorded | 68fa708e1e209131cea4bc01 | | MAE-CT\_min | 54.9 | Not recorded | 68fa708e1e209131cea4bc01 | | MAE-CT\_aug | 54.8 | Not recorded | 68fa708e1e209131cea4bc01 | | MSN | 54.2 | Not recorded | 68fa708e1e209131cea4bc01 | | iBOT | 52 | Not recorded | 68fa708e1e209131cea4bc01 | | iBOT | 50 | Not recorded | 68fa708e1e209131cea4bc01 | | MAE-CT\_aug | 46.2 | Not recorded | 68fa708e1e209131cea4bc01 | | MSN | 45.4 | Not recorded | 68fa708e1e209131cea4bc01 | | MoCo v3 | 43 | Not recorded | 68fa708e1e209131cea4bc01 | | MAE-CT\_min | 35.3 | Not recorded | 68fa708e1e209131cea4bc01 | | MAE | 14.3 | Not recorded | 68fa708e1e209131cea4bc01 | | MAE | 13.8 | Not recorded | 68fa708e1e209131cea4bc01 | | MAE | 11.1 | Not recorded | 68fa708e1e209131cea4bc01 | ### MAE-CT\_min Cluster Accuracy: 58. Result ID: 699135093a6c314849067b96. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-H/16"}. This record does not assert independent reproduction. ### MAE-CT\_aug Cluster Accuracy: 56.9. Result ID: 699135093a6c314849067b98. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-L/16"}. This record does not assert independent reproduction. ### MAE-CT\_min Cluster Accuracy: 54.9. Result ID: 699135093a6c314849067b95. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-L/16"}. This record does not assert independent reproduction. ### MAE-CT\_aug Cluster Accuracy: 54.8. Result ID: 699135093a6c314849067b99. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-H/16"}. This record does not assert independent reproduction. ### MSN Cluster Accuracy: 54.2. Result ID: 699135093a6c314849067b90. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-B/16"}. This record does not assert independent reproduction. ### iBOT Cluster Accuracy: 52. Result ID: 699135093a6c314849067b93. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"ViT-L/16"}. This record does not assert independent reproduction. ### iBOT Cluster Accuracy: 50. Result ID: 699135093a6c314849067b92. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"ViT-B/16"}. This record does not assert independent reproduction. ### MAE-CT\_aug Cluster Accuracy: 46.2. Result ID: 699135093a6c314849067b97. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-B/16"}. This record does not assert independent reproduction. ### MSN Cluster Accuracy: 45.4. Result ID: 699135093a6c314849067b91. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-L/16"}. This record does not assert independent reproduction. ### MoCo v3 Cluster Accuracy: 43. Result ID: 699135093a6c314849067b8f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-B/16"}. This record does not assert independent reproduction. ### MAE-CT\_min Cluster Accuracy: 35.3. Result ID: 699135093a6c314849067b94. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-B/16"}. This record does not assert independent reproduction. ### MAE Cluster Accuracy: 14.3. Result ID: 699135093a6c314849067b8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-L/16"}. This record does not assert independent reproduction. ### MAE Cluster Accuracy: 13.8. Result ID: 699135093a6c314849067b8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-B/16"}. This record does not assert independent reproduction. ### MAE Cluster Accuracy: 11.1. Result ID: 699135093a6c314849067b8e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-H/16"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.