# Unsupervised Continual Clustering on CIFAR-10 Source: [Unsupervised Continual Clustering on CIFAR-10]() Collection index: [llms.txt]() Data updated: 2026-06-08T08:04:24.310Z Evaluation of unsupervised continual clustering performance on the CIFAR-10 dataset, reporting metrics such as 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) | CIFAR-10 | | 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 | 79 | Not recorded | 6a264cb190966ade919beba4 | | FBCC | 75.28 | Not recorded | 6a264cb190966ade919beba4 | | POCON | 57.2 | Not recorded | 6a264cb190966ade919beba4 | | LUMP | 56.43 | Not recorded | 6a264cb190966ade919beba4 | | CaSSLe | 40.56 | Not recorded | 6a264cb190966ade919beba4 | | OCD-Net | 40.41 | Not recorded | 6a264cb190966ade919beba4 | | STAM | 39.61 | Not recorded | 6a264cb190966ade919beba4 | | CCL | 36.56 | Not recorded | 6a264cb190966ade919beba4 | | Co2L | 28.35 | Not recorded | 6a264cb190966ade919beba4 | ### CC Accuracy (ACC): 79. Result ID: 6a267783fbc373592c231a62. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"mode":"offline"}. This record does not assert independent reproduction. ### FBCC Accuracy (ACC): 75.28. Result ID: 6a267783fbc373592c231a6a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of parameters":"15.1m"}. This record does not assert independent reproduction. ### POCON Accuracy (ACC): 57.2. Result ID: 6a267783fbc373592c231a69. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LUMP Accuracy (ACC): 56.43. Result ID: 6a267783fbc373592c231a67. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CaSSLe Accuracy (ACC): 40.56. Result ID: 6a267783fbc373592c231a68. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of parameters":"29m"}. This record does not assert independent reproduction. ### OCD-Net Accuracy (ACC): 40.41. Result ID: 6a267783fbc373592c231a64. [Reporting paper]() Recorded evaluation configuration: {"learning\_mode":"SCL"}. This record does not assert independent reproduction. ### STAM Accuracy (ACC): 39.61. Result ID: 6a267783fbc373592c231a66. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CCL Accuracy (ACC): 36.56. Result ID: 6a267783fbc373592c231a65. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Co2L Accuracy (ACC): 28.35. Result ID: 6a267783fbc373592c231a63. [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.