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Multimodal Machine Translation on Multi30k En-De 2017 (test)

62.8METEOR

VALHALLA (M)

Updated 4d ago

Evaluation Results

Method	Links
VALHALLA (M) 2022.05		62.8	35.1
VALHALLA 2022.05		62.8	35.1
VALHALLA (M) 2022.05		62.5	34
VALHALLA 2022.05		62.5	34
Selective Attn 2022.03		62.32	34.32
Selective Attn + QueryInst 2022.03		62.27	34.9
Transformer-Tiny 2021.05		62.05	-
Transformer Tiny 2022.03		62.05	33.36
Gated Fusion 2021.05		61.94	-
Gated Fusion 2022.03		61.94	33.59
Gated Fusion 2022.05		61.9	33.6
Doubly-ATT 2021.05		61.83	-
Doubly-ATT 2022.03		61.83	33.95
Selective Attn + CATR 2022.03		61.81	34.28
RMMT 2021.05		61.71	-
RMMT 2022.05		61.7	32.9
Gated Fusion 2022.03		61.67	33.49
Selective Attn + ViT-Small 2022.03		61.61	33.62
Selective Attn + DETR 2022.03		61.57	34.14
Selective Attn + ViT-Base 2022.03		61.42	33.6
Imagination 2021.05		61.29	-
Imagination 2022.03		61.29	32.89
Transformer-Small 2021.05		60.8	-
Selective Attn + ViT-Tiny 2022.03		60.46	32.48
Transformer-Base 2021.05		60.02	-
IKD-MMT 2022.10		53.21	33.83
DS-SUM-L2 2022.10		52.9	32.6
ImagiT 2022.05		52.4	32.1
OVC+Lm 2022.10		52.4	32.3
ImagiT 2022.10		52.4	32.1
CAP-ALL 2022.05		52.2	33
Trg-mul 2022.10		52.2	30.7
VAG-NMT 2022.10		52.2	31.6
Transformer 2022.10		52.1	31.7
GMNMT 2021.05		51.9	-
GMNMT 2022.05		51.9	32.2
GMNMT 2022.10		51.9	32.2
Gumbel-Attention 2022.05		51.2	31.4
Fusion-conv 2022.10		51.2	29.8
Gumbel-att 2022.10		51.2	31.4
DCCN 2021.05		49.9	-
DCCN 2022.05		49.9	31
VMMTF 2022.05		49.9	30.1
DCCN 2022.10		49.9	31
VMMTF 2022.10		49.9	30.1
UVR-NMT 2022.03		-	32.16
UVR-NMT 2022.05		-	28.6
Gated Fusion 2022.10		-	33.59
RMMT 2022.10		-	32.94
UVR-NMT 2022.10		-	28.63