# Unsupervised Continual Clustering on ImageNet 100 Source: [Unsupervised Continual Clustering on ImageNet 100]() Collection index: [llms.txt]() Data updated: 2026-06-08T08:04:24.371Z Evaluation of Unsupervised Continual Clustering performance on the ImageNet 100 dataset, measured using Accuracy (ACC) and F-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 | Unsupervised Continual Clustering | | Dataset (including any stated split) | ImageNet 100 | | Metric | Accuracy (ACC) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Accuracy (ACC)](): Higher is better; unit: PERCENT. - [F-score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (ACC) | Result date | Report paper | | --- | --- | --- | --- | | CC | 47.6 | Not recorded | 6a264cb190966ade919beba4 | | FBCC | 43.28 | Not recorded | 6a264cb190966ade919beba4 | | CaSSLe | 41.53 | Not recorded | 6a264cb190966ade919beba4 | | POCON | 39.28 | Not recorded | 6a264cb190966ade919beba4 | | LUMP | 32.7 | Not recorded | 6a264cb190966ade919beba4 | | STAM | 28.76 | Not recorded | 6a264cb190966ade919beba4 | | CCL | 24.03 | Not recorded | 6a264cb190966ade919beba4 | | Co2L | 23.12 | Not recorded | 6a264cb190966ade919beba4 | | OCD-Net | 19.83 | Not recorded | 6a264cb190966ade919beba4 | ### CC Accuracy (ACC): 47.6. Result ID: 6a267783fbc373592c231a7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"mode":"offline"}. This record does not assert independent reproduction. ### FBCC Accuracy (ACC): 43.28. Result ID: 6a267783fbc373592c231a85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of parameters":"17.5m"}. This record does not assert independent reproduction. ### CaSSLe Accuracy (ACC): 41.53. Result ID: 6a267783fbc373592c231a83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of parameters":"29m"}. This record does not assert independent reproduction. ### POCON Accuracy (ACC): 39.28. Result ID: 6a267783fbc373592c231a84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LUMP Accuracy (ACC): 32.7. Result ID: 6a267783fbc373592c231a82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STAM Accuracy (ACC): 28.76. Result ID: 6a267783fbc373592c231a81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CCL Accuracy (ACC): 24.03. Result ID: 6a267783fbc373592c231a80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Co2L Accuracy (ACC): 23.12. Result ID: 6a267783fbc373592c231a7e. [Reporting paper]() Recorded evaluation configuration: {"learning\_mode":"SCL"}. This record does not assert independent reproduction. ### OCD-Net Accuracy (ACC): 19.83. Result ID: 6a267783fbc373592c231a7f. [Reporting paper]() Recorded evaluation configuration: {"learning\_mode":"SCL"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.