# Multi-view Clustering on NoisyMNIST Source: [Multi-view Clustering on NoisyMNIST]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:33:12.832Z Evaluation of multi-view clustering performance on the NoisyMNIST 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) | NoisyMNIST | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 34 of 34 | | 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. - [NMI](): Higher is better; unit: PERCENT. - [ARI](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FreeCSL | 99.13 | Not recorded | 68fa789f1e209131cea79676 | | ICMVC | 98.78 | Not recorded | 68fa789f1e209131cea79676 | | SURE | 98.61 | Not recorded | 68fa789f1e209131cea79676 | | HSACC | 95.81 | Not recorded | 68fa7c4d1e209131cea8d731 | | ICMVC | 95.79 | Not recorded | 68fa7c4d1e209131cea8d731 | | MCAC | 95.17 | Not recorded | 68fa7c4d1e209131cea8d731 | | SURE | 95.11 | Not recorded | 68fa7c4d1e209131cea8d731 | | HSACC | 92.55 | Not recorded | 68fa7c4d1e209131cea8d731 | | SURE | 92.34 | Not recorded | 68fa7c4d1e209131cea8d731 | | FreeCSL | 92.19 | Not recorded | 68fa789f1e209131cea79676 | | MCAC | 91.03 | Not recorded | 68fa7c4d1e209131cea8d731 | | HSACC | 88.89 | Not recorded | 68fa7c4d1e209131cea8d731 | | PROLMP | 88.8 | Not recorded | 68fa7c4d1e209131cea8d731 | | ICMVC | 86.84 | Not recorded | 68fa7c4d1e209131cea8d731 | | DCP | 86.5 | Not recorded | 68fa7c4d1e209131cea8d731 | | DCP | 85.03 | Not recorded | 68fa7c4d1e209131cea8d731 | | COMP | 84.76 | Not recorded | 68fa7c4d1e209131cea8d731 | | DSIMVC | 83.93 | Not recorded | 68fa7c4d1e209131cea8d731 | | SURE | 83.12 | Not recorded | 68fa7c4d1e209131cea8d731 | | MCAC | 82.91 | Not recorded | 68fa7c4d1e209131cea8d731 | | PROLMP | 79.01 | Not recorded | 68fa7c4d1e209131cea8d731 | | COMP | 78.68 | Not recorded | 68fa7c4d1e209131cea8d731 | | DCP | 72.98 | Not recorded | 68fa7c4d1e209131cea8d731 | | COMP | 68.72 | Not recorded | 68fa7c4d1e209131cea8d731 | | DSIMVC | 63.7 | Not recorded | 68fa7c4d1e209131cea8d731 | | ICMVC | 60.6 | Not recorded | 68fa7c4d1e209131cea8d731 | | PROLMP | 59.23 | Not recorded | 68fa7c4d1e209131cea8d731 | | DSIMVC | 58.1 | Not recorded | 68fa7c4d1e209131cea8d731 | | RPCIC | 53.19 | Not recorded | 68fa7c4d1e209131cea8d731 | | RPCIC | 51.63 | Not recorded | 68fa7c4d1e209131cea8d731 | | RPCIC | 47.24 | Not recorded | 68fa7c4d1e209131cea8d731 | | MRL\_CAL | 15.73 | Not recorded | 68fa7c4d1e209131cea8d731 | | MRL\_CAL | 15.37 | Not recorded | 68fa7c4d1e209131cea8d731 | | MRL\_CAL | 14.98 | Not recorded | 68fa7c4d1e209131cea8d731 | ### FreeCSL Accuracy: 99.13. Result ID: 699596143badfaffe690e9df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. ### ICMVC Accuracy: 98.78. Result ID: 699596143badfaffe690e9de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. ### SURE Accuracy: 98.61. Result ID: 699596143badfaffe690e9dd. [Reporting paper]() Recorded evaluation configuration: {"missing rate (r)":0.1}. This record does not assert independent reproduction. ### HSACC Accuracy: 95.81. Result ID: 699d020d5698665ec4a2295e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Rate":"0.3"}. This record does not assert independent reproduction. ### ICMVC Accuracy: 95.79. Result ID: 699d020d5698665ec4a22957. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Rate":"0.3"}. This record does not assert independent reproduction. ### MCAC Accuracy: 95.17. Result ID: 699d020d5698665ec4a22958. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.3"}. This record does not assert independent reproduction. ### SURE Accuracy: 95.11. Result ID: 699d020d5698665ec4a2295c. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.3"}. This record does not assert independent reproduction. ### HSACC Accuracy: 92.55. Result ID: 699d020d5698665ec4a22968. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Rate":"0.5"}. This record does not assert independent reproduction. ### SURE Accuracy: 92.34. Result ID: 699d020d5698665ec4a22966. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.5"}. This record does not assert independent reproduction. ### FreeCSL Accuracy: 92.19. Result ID: 699596143badfaffe690e9e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (r)":0.7}. This record does not assert independent reproduction. ### MCAC Accuracy: 91.03. Result ID: 699d020d5698665ec4a22962. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.5"}. This record does not assert independent reproduction. ### HSACC Accuracy: 88.89. Result ID: 699d020d5698665ec4a22972. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Rate":"0.7"}. This record does not assert independent reproduction. ### PROLMP Accuracy: 88.8. Result ID: 699d020d5698665ec4a22959. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Rate":"0.3"}. This record does not assert independent reproduction. ### ICMVC Accuracy: 86.84. Result ID: 699d020d5698665ec4a22961. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Rate":"0.5"}. This record does not assert independent reproduction. ### DCP Accuracy: 86.5. Result ID: 699d020d5698665ec4a22964. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.5"}. This record does not assert independent reproduction. ### DCP Accuracy: 85.03. Result ID: 699d020d5698665ec4a2296e. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.7"}. This record does not assert independent reproduction. ### COMP Accuracy: 84.76. Result ID: 699d020d5698665ec4a2295d. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.3"}. This record does not assert independent reproduction. ### DSIMVC Accuracy: 83.93. Result ID: 699d020d5698665ec4a22965. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.5"}. This record does not assert independent reproduction. ### SURE Accuracy: 83.12. Result ID: 699d020d5698665ec4a22970. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.7"}. This record does not assert independent reproduction. ### MCAC Accuracy: 82.91. Result ID: 699d020d5698665ec4a2296c. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.7"}. This record does not assert independent reproduction. ### PROLMP Accuracy: 79.01. Result ID: 699d020d5698665ec4a22963. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Rate":"0.5"}. This record does not assert independent reproduction. ### COMP Accuracy: 78.68. Result ID: 699d020d5698665ec4a22967. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.5"}. This record does not assert independent reproduction. ### DCP Accuracy: 72.98. Result ID: 699d020d5698665ec4a2295a. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.3"}. This record does not assert independent reproduction. ### COMP Accuracy: 68.72. Result ID: 699d020d5698665ec4a22971. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.7"}. This record does not assert independent reproduction. ### DSIMVC Accuracy: 63.7. Result ID: 699d020d5698665ec4a2295b. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.3"}. This record does not assert independent reproduction. ### ICMVC Accuracy: 60.6. Result ID: 699d020d5698665ec4a2296b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Rate":"0.7"}. This record does not assert independent reproduction. ### PROLMP Accuracy: 59.23. Result ID: 699d020d5698665ec4a2296d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Missing Rate":"0.7"}. This record does not assert independent reproduction. ### DSIMVC Accuracy: 58.1. Result ID: 699d020d5698665ec4a2296f. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.7"}. This record does not assert independent reproduction. ### RPCIC Accuracy: 53.19. Result ID: 699d020d5698665ec4a22955. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.3"}. This record does not assert independent reproduction. ### RPCIC Accuracy: 51.63. Result ID: 699d020d5698665ec4a2295f. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.5"}. This record does not assert independent reproduction. ### RPCIC Accuracy: 47.24. Result ID: 699d020d5698665ec4a22969. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.7"}. This record does not assert independent reproduction. ### MRL\_CAL Accuracy: 15.73. Result ID: 699d020d5698665ec4a22956. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.3"}. This record does not assert independent reproduction. ### MRL\_CAL Accuracy: 15.37. Result ID: 699d020d5698665ec4a2296a. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.7"}. This record does not assert independent reproduction. ### MRL\_CAL Accuracy: 14.98. Result ID: 699d020d5698665ec4a22960. [Reporting paper]() Recorded evaluation configuration: {"Missing Rate":"0.5"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.