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Multimodal Retrieval on Multi30k (test)

97.8Recall (EN)

CCLM

Updated 3d ago

Evaluation Results

Method	Links
CCLM 2022.06		97.8	95.8	96.6	96.2	-	-
CCLM 2022.06		97.2	94.6	95.5	94.8	-	-
ALIGN-L2 2021.09		96	-	-	-	-	-
CCLM 2022.06		95.3	92.4	92.1	91.2	-	-
MURAL-LARGE 2021.09		93.8	90.4	89.9	87.1	-	-
MURAL 2022.06		93.8	90.4	89.9	87.1	-	-
ALIGN-BASE 2021.09		92.3	88.3	78.8	81.4	-	-
ALIGN_EN 2021.02		92.2	-	-	-	-	-
ALIGN-L2 2021.09		92.2	-	-	-	-	-
ALIGN-BASE 2021.09		92.2	88.5	88.1	84.5	-	-
MURAL-BASE 2021.09		92.2	88.6	87.6	84.2	-	-
MURAL 2022.06		92.2	88.6	87.6	84.2	-	-
MURAL-BASE 2021.09		91	87.3	86.4	82.4	-	-
MURAL 2022.11		91	87.3	86.4	82.4	86.77	-
ALIGN_mling 2021.02		90.2	84.1	84.9	63.2	-	-
MURAL-LARGE 2021.09		89.2	83.5	83.1	77	-	-
ERNIE-UniX2 2022.11		88.8	84.71	84.05	82.45	85	-
UC2 2021.02		88.2	84.5	83.9	81.2	-	-
UC2 2021.09		88.2	84.5	83.9	81.2	-	-
UC2 2022.11		88.2	84.5	83.9	81.2	84.45	-
UC2 2022.06		88.2	84.5	83.9	81.2	-	-
M3P 2021.02		87.7	82.7	73.9	72.2	-	-
M3P 2021.09		87.7	82.7	73.9	72.2	-	-
M3P 2022.06		87.7	82.7	73.9	72.2	-	-
M3P 2022.11		87.4	82.7	73.9	72.2	79.05	-
ALIGN-BASE-EN 2021.09		84.3	78.9	78.3	71.1	-	-
CCLM-base-3M 2022.06		83.7	79.1	76.7	73.9	-	-
ALIGN-BASE 2021.09		83.3	75	74.2	47.9	-	-
MURAL-BASE 2021.09		82.4	76.2	75	64.6	-	-
MURAL-base 2022.06		82.4	76.2	75	64.6	-	-
ALIGN-BASE 2021.09		82	75.2	74.7	68.2	-	-
MURAL-BASE 2021.09		80.9	76	75.7	68.2	-	-
SMALR 2021.09		74.5	69.8	65.9	64.8	-	-
M3P 2021.02		57.9	36.8	27.1	20.4	-	-
M3P 2021.09		57.9	36.8	27.1	20.4	-	-
SigLIP2 2026.01		-	-	-	-	-	87.9
Jina-Clip-v2 2026.01		-	-	-	-	-	92.1
LaBSE 2026.01		-	-	-	-	-	87.9
XLM-R Large 2026.01		-	-	-	-	-	88.3
XLM-R Large 2026.01		-	-	-	-	-	90.8
XLM-R Large 2026.01		-	-	-	-	-	92.9
Ours-stage3 2026.01		-	-	-	-	-	94.8