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ResearchFormerly WizWand

Multimodal Knowledge Graph Completion on MARS (test)

0.301Hits@1MarT_MKGformer
0.199080.225540.2520.27846Oct 1, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MarT_MKGformerCategory=MPT, Backbone=Mixed-Stream2022.100.3010.3670.380.4080.341
MKGformerCategory=MPT, Backbone=Mixed-Stream2022.100.2930.3350.3440.3670.321
IKRLCategory=MKGE, Backbone=ANALOGY2022.100.2660.2940.3010.310.283
RSMECategory=MKGE, Backbone=ANALOGY2022.100.2660.2980.3070.3110.285
MarT_FLAVACategory=MPT, Backbone=Mixed-Stream2022.100.2640.3030.3090.3190.288
TransAECategory=MKGE, Backbone=ANALOGY2022.100.2610.2850.2890.2930.276
MarT_VisualBERTCategory=MPT, Backbone=Single-Stream2022.100.2610.2920.3080.3210.284
FLAVACategory=MPT, Backbone=Mixed-Stream2022.100.2570.2990.3120.3250.284
MarT_ViLBERTCategory=MPT, Backbone=Dual-Stream2022.100.2560.3120.3270.3470.292
RSMECategory=MKGE, Backbone=ComplEx2022.100.2550.2740.2820.2910.268
IKRLCategory=MKGE, Backbone=TransE2022.100.2540.2850.290.3040.274
VILBERTCategory=MPT, Backbone=Dual-Stream2022.100.2520.3080.320.3380.287
VisualBERTCategory=MPT, Backbone=Single-Stream2022.100.2470.2810.2890.3030.269
MarT_ViLTCategory=MPT, Backbone=Single-Stream2022.100.2450.2750.2870.3030.266
ViLTCategory=MPT, Backbone=Single-Stream2022.100.2350.2660.2740.2860.257
TransAECategory=MKGE, Backbone=TransE2022.100.2030.2330.2410.2530.223