# Incomplete Multi-View Clustering on Fashion Source: [Incomplete Multi-View Clustering on Fashion]() Collection index: [llms.txt]() Data updated: 2026-07-08T07:48:29.597Z Evaluation of Incomplete Multi-View Clustering performance on the Fashion dataset, measured using ACC, NMI, and 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 | Incomplete Multi-View Clustering | | Dataset (including any stated split) | Fashion | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 | | --- | --- | --- | --- | | Straight-Path Flow Matching | 96.07 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCG | 95.83 | Not recorded | 6a4dd9d04da6617fe9198d57 | | Straight-Path Flow Matching | 93.66 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCG | 93.13 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ProImp | 92.88 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ICMVC | 92.41 | Not recorded | 6a4dd9d04da6617fe9198d57 | | Straight-Path Flow Matching | 90.09 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCG | 90.04 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ProImp | 89.76 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ICMVC | 89.31 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DSIMVC | 88 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DSIMVC | 87.3 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCP | 83.7 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DSIMVC | 83.5 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DVIMVC | 82.26 | Not recorded | 6a4dd9d04da6617fe9198d57 | | APADC | 81.4 | Not recorded | 6a4dd9d04da6617fe9198d57 | | APADC | 80.9 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DVIMVC | 80.17 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DVIMVC | 79.38 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ICMVC | 79.37 | Not recorded | 6a4dd9d04da6617fe9198d57 | | GCFAGG | 78.21 | Not recorded | 6a4dd9d04da6617fe9198d57 | | GCFAGG | 76.34 | Not recorded | 6a4dd9d04da6617fe9198d57 | | APADC | 75.4 | Not recorded | 6a4dd9d04da6617fe9198d57 | | GCFAGG | 74.47 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ProImp | 74.11 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCP | 71.8 | Not recorded | 6a4dd9d04da6617fe9198d57 | | CPSPAN | 66.16 | Not recorded | 6a4dd9d04da6617fe9198d57 | | CPSPAN | 64.8 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCP | 60.8 | Not recorded | 6a4dd9d04da6617fe9198d57 | | CPSPAN | 54.81 | Not recorded | 6a4dd9d04da6617fe9198d57 | ### Straight-Path Flow Matching Accuracy: 96.07. Result ID: 6a4e00bd60b88bb339d7799a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### DCG Accuracy: 95.83. Result ID: 6a4e00bd60b88bb339d77997. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### Straight-Path Flow Matching Accuracy: 93.66. Result ID: 6a4e00bd60b88bb339d7799b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### DCG Accuracy: 93.13. Result ID: 6a4e00bd60b88bb339d77998. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### ProImp Accuracy: 92.88. Result ID: 6a4e00bd60b88bb339d7798e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### ICMVC Accuracy: 92.41. Result ID: 6a4e00bd60b88bb339d77994. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### Straight-Path Flow Matching Accuracy: 90.09. Result ID: 6a4e00bd60b88bb339d7799c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### DCG Accuracy: 90.04. Result ID: 6a4e00bd60b88bb339d77999. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### ProImp Accuracy: 89.76. Result ID: 6a4e00bd60b88bb339d77990. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### ICMVC Accuracy: 89.31. Result ID: 6a4e00bd60b88bb339d77995. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### DSIMVC Accuracy: 88. Result ID: 6a4e00bd60b88bb339d77982. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### DSIMVC Accuracy: 87.3. Result ID: 6a4e00bd60b88bb339d77983. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### DCP Accuracy: 83.7. Result ID: 6a4e00bd60b88bb339d7797f. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### DSIMVC Accuracy: 83.5. Result ID: 6a4e00bd60b88bb339d77984. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### DVIMVC Accuracy: 82.26. Result ID: 6a4e00bd60b88bb339d77992. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### APADC Accuracy: 81.4. Result ID: 6a4e00bd60b88bb339d7798b. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### APADC Accuracy: 80.9. Result ID: 6a4e00bd60b88bb339d7798c. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### DVIMVC Accuracy: 80.17. Result ID: 6a4e00bd60b88bb339d77993. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### DVIMVC Accuracy: 79.38. Result ID: 6a4e00bd60b88bb339d77991. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### ICMVC Accuracy: 79.37. Result ID: 6a4e00bd60b88bb339d77996. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### GCFAGG Accuracy: 78.21. Result ID: 6a4e00bd60b88bb339d77985. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### GCFAGG Accuracy: 76.34. Result ID: 6a4e00bd60b88bb339d77986. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### APADC Accuracy: 75.4. Result ID: 6a4e00bd60b88bb339d7798d. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### GCFAGG Accuracy: 74.47. Result ID: 6a4e00bd60b88bb339d77987. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### ProImp Accuracy: 74.11. Result ID: 6a4e00bd60b88bb339d7798f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### DCP Accuracy: 71.8. Result ID: 6a4e00bd60b88bb339d77980. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### CPSPAN Accuracy: 66.16. Result ID: 6a4e00bd60b88bb339d77988. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### CPSPAN Accuracy: 64.8. Result ID: 6a4e00bd60b88bb339d77989. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### DCP Accuracy: 60.8. Result ID: 6a4e00bd60b88bb339d77981. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### CPSPAN Accuracy: 54.81. Result ID: 6a4e00bd60b88bb339d7798a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.