Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment

Benchmark Model Rank Results
entity-alignment-on-dbp15k-fr-enUMAEA (w/o surf)#9Hits@1: 0.873
entity-alignment-on-dbp15k-fr-enUMAEA (w/o surf & iter )#12Hits@1: 0.818
entity-alignment-on-dbp15k-ja-enUMAEA (w/o surf)#9Hits@1: 0.857
entity-alignment-on-dbp15k-ja-enUMAEA (w/o surf & iter )#11Hits@1: 0.801
entity-alignment-on-dbp15k-zh-enUMAEA (w/o surf)#9Hits@1: 0.856
entity-alignment-on-dbp15k-zh-enUMAEA (w/o surf & iter )#14Hits@1: 0.800
multi-modal-entity-alignment-on-umvm-dbp-frUMAEA (w/o surf)#1Hits@1: 0.873
multi-modal-entity-alignment-on-umvm-dbp-frUMAEA (w/o surf & iter )#3Hits@1: 0.818
multi-modal-entity-alignment-on-umvm-dbp-jaUMAEA (w/o surf)#1Hits@1: 0.857
multi-modal-entity-alignment-on-umvm-dbp-jaUMAEA (w/o surf & iter )#4Hits@1: 0.801
multi-modal-entity-alignment-on-umvm-dbp-zhUMAEA (w/o surf)#1Hits@1: 0.856
multi-modal-entity-alignment-on-umvm-dbp-zhUMAEA (w/o surf & iter )#4Hits@1: 0.800
multi-modal-entity-alignment-on-umvm-oea-d-wUMAEA (w/o surf)#1Hits@1: 0.945
multi-modal-entity-alignment-on-umvm-oea-d-wUMAEA (w/o surf & iter )#4Hits@1: 0.904
multi-modal-entity-alignment-on-umvm-oea-d-w-1UMAEA (w/o surf)#1Hits@1: 0.973
multi-modal-entity-alignment-on-umvm-oea-d-w-1UMAEA (w/o surf & iter )#3Hits@1: 0.948
multi-modal-entity-alignment-on-umvm-oea-enUMAEA (w/o surf)#1Hits@1: 0.895
multi-modal-entity-alignment-on-umvm-oea-enUMAEA (w/o surf & iter )#4Hits@1: 0.848
multi-modal-entity-alignment-on-umvm-oea-en-1UMAEA (w/o surf)#1Hits@1: 0.974
multi-modal-entity-alignment-on-umvm-oea-en-1UMAEA (w/o surf & iter )#4Hits@1: 0.956