Multimodal Machine Translation on Multi30k En-Fr 2016 (test)
81.75METEOR ScoreSelective Attn + CATR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Selective Attn + CATRFeature=CATR2022.03 | 81.75 | 62.79 | |
| Selective Attn + ViT-BaseFeature=ViT-Base2022.03 | 81.71 | 62.48 | |
| Selective Attn + DETRFeature=DETR2022.03 | 81.45 | 62.14 | |
| Selective AttnFeature=ViT-Large2022.03 | 81.41 | 62.24 | |
| Selective Attn + ViT-SmallFeature=ViT-Small2022.03 | 81.3 | 61.78 | |
| RMMT#Params=2.9M, configuration=Tiny2021.05 | 81.29 | — | |
| Selective Attn + QueryInstFeature=QueryInst2022.03 | 81.26 | 62.33 | |
| Imagination#Params=6.9M, configuration=Tiny2021.05 | 81.2 | — | |
| ImaginationFeature=ResNet2022.03 | 81.2 | 61.9 | |
| Doubly-ATT#Params=3.2M, configuration=Tiny2021.05 | 81.12 | — | |
| Doubly-ATTFeature=ResNet2022.03 | 81.12 | 61.99 | |
| Gated FusionFeature=ViT-Large2022.03 | 81.08 | 61.93 | |
| Transformer-Tiny#Params=2.6M2021.05 | 81.02 | — | |
| Transformer TinyFeature=Text-only2022.03 | 81.02 | 61.8 | |
| Gated Fusion#Params=2.8M, configuration=Tiny2021.05 | 80.97 | — | |
| Gated FusionFeature=ResNet2022.03 | 80.97 | 61.69 | |
| Selective Attn + ViT-TinyFeature=ViT-Tiny2022.03 | 80.91 | 61.44 | |
| Transformer-Small#Params=36.4M2021.05 | 80.71 | — | |
| Transformer-Base#Params=49.0M2021.05 | 80.09 | — | |
| IKD-MMTSystem Category=Image-free2022.10 | 77.2 | 62.53 | |
| DCCN#Params=16.9M2021.05 | 76.4 | — | |
| DCCNSystem Category=Image-must2022.10 | 76.4 | 61.2 | |
| DS-SUM-L2System Category=Image-must2022.10 | 76 | 60.7 | |
| GMNMT2021.05 | 74.9 | — | |
| GMNMTSystem Category=Image-must2022.10 | 74.9 | 60.9 | |
| Del+objSystem Category=Image-must2022.10 | 74.4 | 59.8 | |
| ImagiTSystem Category=Image-free2022.10 | 74 | 59.7 | |
| TransformerSystem Category=Image-free2022.10 | 73.6 | 59 | |
| Trg-mulSystem Category=Image-must2022.10 | 71.3 | 54.7 | |
| Fusion-convSystem Category=Image-must2022.10 | 70.4 | 53.5 | |
| Gated FusionSystem Category=Image-must2022.10 | — | 61.69 | |
| RMMTSystem Category=Image-must2022.10 | — | 62.1 | |
| UVR-NMTFeature=ResNet2022.03 | — | 61 | |
| UVR-NMTSystem Category=Image-free2022.10 | — | 57.53 |