# Multi-view Clustering on ALOI 100 Source: [Multi-view Clustering on ALOI 100]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:21:35.970Z Evaluation of multi-view clustering performance on the ALOI 100 dataset, measured using Accuracy (ACC), Normalized Mutual Information (NMI), and Adjusted Rand Index (ARI). 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 | Multi-view Clustering | | Dataset (including any stated split) | ALOI 100 | | Metric | ACC | | 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 - [ACC](): Higher is better; unit: PERCENT. - [NMI](): Higher is better; unit: PERCENT. - [ARI](): Higher is better; unit: PERCENT. ## Recorded results | Method | ACC | Result date | Report paper | | --- | --- | --- | --- | | FreeCSL | 91.13 | Not recorded | 68fa789f1e209131cea79676 | | FreeCSL | 88.28 | Not recorded | 68fa789f1e209131cea79676 | | FreeCSL | 84.56 | Not recorded | 68fa789f1e209131cea79676 | | FreeCSL | 76.44 | Not recorded | 68fa789f1e209131cea79676 | | DIVIDE | 76.01 | Not recorded | 68fa789f1e209131cea79676 | | SURE | 64.59 | Not recorded | 68fa789f1e209131cea79676 | | CPM-Nets | 63.95 | Not recorded | 68fa789f1e209131cea79676 | | DIMVC | 56.9 | Not recorded | 68fa789f1e209131cea79676 | | ICMVC | 55.48 | Not recorded | 68fa789f1e209131cea79676 | | CPM-Nets | 52.3 | Not recorded | 68fa789f1e209131cea79676 | | CPM-Nets | 42.74 | Not recorded | 68fa789f1e209131cea79676 | | CPM-Nets | 30.52 | Not recorded | 68fa789f1e209131cea79676 | | ProImp | 26.15 | Not recorded | 68fa789f1e209131cea79676 | | COMPLETER | 21.86 | Not recorded | 68fa789f1e209131cea79676 | ### FreeCSL ACC: 91.13. Result ID: 699596143badfaffe690e9d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. ### FreeCSL ACC: 88.28. Result ID: 699596143badfaffe690e9d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.3}. This record does not assert independent reproduction. ### FreeCSL ACC: 84.56. Result ID: 699596143badfaffe690e9d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.5}. This record does not assert independent reproduction. ### FreeCSL ACC: 76.44. Result ID: 699596143badfaffe690e9d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.7}. This record does not assert independent reproduction. ### DIVIDE ACC: 76.01. Result ID: 699596143badfaffe690e9d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. ### SURE ACC: 64.59. Result ID: 699596143badfaffe690e9ce. [Reporting paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. ### CPM-Nets ACC: 63.95. Result ID: 699596143badfaffe690e9cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. ### DIMVC ACC: 56.9. Result ID: 699596143badfaffe690e9cd. [Reporting paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. ### ICMVC ACC: 55.48. Result ID: 699596143badfaffe690e9d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. ### CPM-Nets ACC: 52.3. Result ID: 699596143badfaffe690e9d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.3}. This record does not assert independent reproduction. ### CPM-Nets ACC: 42.74. Result ID: 699596143badfaffe690e9d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.5}. This record does not assert independent reproduction. ### CPM-Nets ACC: 30.52. Result ID: 699596143badfaffe690e9d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.7}. This record does not assert independent reproduction. ### ProImp ACC: 26.15. Result ID: 699596143badfaffe690e9cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. ### COMPLETER ACC: 21.86. Result ID: 699596143badfaffe690e9cc. [Reporting paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.