# Unsupervised Continual Clustering on CIFAR-100 Source: [Unsupervised Continual Clustering on CIFAR-100]() Collection index: [llms.txt]() Data updated: 2026-06-08T08:04:24.278Z Evaluation of Unsupervised Continual Clustering performance on the CIFAR-100 dataset, focusing on resource utilization metrics such as training time, memory usage, and model size. 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) | CIFAR-100 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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](): Higher is better; unit: PERCENT. - [Total Training Time (s)](): Lower is better; unit: TIME. - [Max GPU Memory (MB)](): Lower is better; unit: SIZE. - [Model Size (MB)](): Lower is better; unit: SIZE. - [Trainable Parameters (M)](): Lower is better; unit: SIZE. - [F Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CC | 42.9 | Not recorded | 6a264cb190966ade919beba4 | | FBCC | 38.73 | Not recorded | 6a264cb190966ade919beba4 | | CaSSLe | 36.67 | Not recorded | 6a264cb190966ade919beba4 | | POCON | 35.29 | Not recorded | 6a264cb190966ade919beba4 | | STAM | 25.34 | Not recorded | 6a264cb190966ade919beba4 | | Co2L | 19.88 | Not recorded | 6a264cb190966ade919beba4 | | CCL | 19.59 | Not recorded | 6a264cb190966ade919beba4 | | LUMP | 19.53 | Not recorded | 6a264cb190966ade919beba4 | | OCD-Net | 18.06 | Not recorded | 6a264cb190966ade919beba4 | ### CC Accuracy: 42.9. Result ID: 6a267783fbc373592c231a6b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"mode":"offline"}. This record does not assert independent reproduction. ### FBCC Accuracy: 38.73. Result ID: 6a267783fbc373592c231a73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of parameters":"17.5m"}. This record does not assert independent reproduction. ### CaSSLe Accuracy: 36.67. Result ID: 6a267783fbc373592c231a71. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of parameters":"29m"}. This record does not assert independent reproduction. ### POCON Accuracy: 35.29. Result ID: 6a267783fbc373592c231a72. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STAM Accuracy: 25.34. Result ID: 6a267783fbc373592c231a6f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Co2L Accuracy: 19.88. Result ID: 6a267783fbc373592c231a6c. [Reporting paper]() Recorded evaluation configuration: {"learning\_mode":"SCL"}. This record does not assert independent reproduction. ### CCL Accuracy: 19.59. Result ID: 6a267783fbc373592c231a6e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LUMP Accuracy: 19.53. Result ID: 6a267783fbc373592c231a70. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OCD-Net Accuracy: 18.06. Result ID: 6a267783fbc373592c231a6d. [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.