# Incomplete Multi-View Clustering on LandUse-21 Source: [Incomplete Multi-View Clustering on LandUse-21]() Collection index: [llms.txt]() Data updated: 2026-07-08T07:48:29.530Z Evaluation of Incomplete Multi-View Clustering performance on the LandUse-21 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) | LandUse-21 | | 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 | 29.1 | Not recorded | 6a4dd9d04da6617fe9198d57 | | Straight-Path Flow Matching | 28.19 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCG | 27.52 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCG | 27.33 | Not recorded | 6a4dd9d04da6617fe9198d57 | | Straight-Path Flow Matching | 27.24 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ICMVC | 26.81 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCP | 26.19 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ICMVC | 26.12 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ICMVC | 26.12 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCG | 25.76 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCP | 25.48 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ProImp | 24.63 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ProImp | 24.45 | Not recorded | 6a4dd9d04da6617fe9198d57 | | ProImp | 24.43 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DCP | 21.52 | Not recorded | 6a4dd9d04da6617fe9198d57 | | APADC | 20.92 | Not recorded | 6a4dd9d04da6617fe9198d57 | | CPSPAN | 20.38 | Not recorded | 6a4dd9d04da6617fe9198d57 | | CPSPAN | 20.05 | Not recorded | 6a4dd9d04da6617fe9198d57 | | APADC | 19.99 | Not recorded | 6a4dd9d04da6617fe9198d57 | | APADC | 19.15 | Not recorded | 6a4dd9d04da6617fe9198d57 | | GCFAGG | 19.05 | Not recorded | 6a4dd9d04da6617fe9198d57 | | GCFAGG | 18.53 | Not recorded | 6a4dd9d04da6617fe9198d57 | | GCFAGG | 18.43 | Not recorded | 6a4dd9d04da6617fe9198d57 | | CPSPAN | 18.05 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DSIMVC | 16.7 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DSIMVC | 16.56 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DSIMVC | 16.46 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DVIMVC | 13.9 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DVIMVC | 13.24 | Not recorded | 6a4dd9d04da6617fe9198d57 | | DVIMVC | 12.86 | Not recorded | 6a4dd9d04da6617fe9198d57 | ### Straight-Path Flow Matching Accuracy: 29.1. Result ID: 6a4e00bd60b88bb339d7797c. [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: 28.19. Result ID: 6a4e00bd60b88bb339d7797d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### DCG Accuracy: 27.52. Result ID: 6a4e00bd60b88bb339d77979. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### DCG Accuracy: 27.33. Result ID: 6a4e00bd60b88bb339d7797a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### Straight-Path Flow Matching Accuracy: 27.24. Result ID: 6a4e00bd60b88bb339d7797e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### ICMVC Accuracy: 26.81. Result ID: 6a4e00bd60b88bb339d77976. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### DCP Accuracy: 26.19. Result ID: 6a4e00bd60b88bb339d77961. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### ICMVC Accuracy: 26.12. Result ID: 6a4e00bd60b88bb339d77977. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### ICMVC Accuracy: 26.12. Result ID: 6a4e00bd60b88bb339d77978. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### DCG Accuracy: 25.76. Result ID: 6a4e00bd60b88bb339d7797b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### DCP Accuracy: 25.48. Result ID: 6a4e00bd60b88bb339d77962. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### ProImp Accuracy: 24.63. Result ID: 6a4e00bd60b88bb339d77971. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### ProImp Accuracy: 24.45. Result ID: 6a4e00bd60b88bb339d77972. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### ProImp Accuracy: 24.43. Result ID: 6a4e00bd60b88bb339d77970. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### DCP Accuracy: 21.52. Result ID: 6a4e00bd60b88bb339d77963. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### APADC Accuracy: 20.92. Result ID: 6a4e00bd60b88bb339d7796d. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### CPSPAN Accuracy: 20.38. Result ID: 6a4e00bd60b88bb339d7796c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### CPSPAN Accuracy: 20.05. Result ID: 6a4e00bd60b88bb339d7796a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### APADC Accuracy: 19.99. Result ID: 6a4e00bd60b88bb339d7796e. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### APADC Accuracy: 19.15. Result ID: 6a4e00bd60b88bb339d7796f. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### GCFAGG Accuracy: 19.05. Result ID: 6a4e00bd60b88bb339d77967. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### GCFAGG Accuracy: 18.53. Result ID: 6a4e00bd60b88bb339d77968. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### GCFAGG Accuracy: 18.43. Result ID: 6a4e00bd60b88bb339d77969. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### CPSPAN Accuracy: 18.05. Result ID: 6a4e00bd60b88bb339d7796b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### DSIMVC Accuracy: 16.7. Result ID: 6a4e00bd60b88bb339d77966. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.5"}. This record does not assert independent reproduction. ### DSIMVC Accuracy: 16.56. Result ID: 6a4e00bd60b88bb339d77964. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### DSIMVC Accuracy: 16.46. Result ID: 6a4e00bd60b88bb339d77965. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### DVIMVC Accuracy: 13.9. Result ID: 6a4e00bd60b88bb339d77973. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.1"}. This record does not assert independent reproduction. ### DVIMVC Accuracy: 13.24. Result ID: 6a4e00bd60b88bb339d77974. [Reporting paper]() Recorded evaluation configuration: {"missing rate (tau)":"0.3"}. This record does not assert independent reproduction. ### DVIMVC Accuracy: 12.86. Result ID: 6a4e00bd60b88bb339d77975. [Reporting 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.