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Text Retrieval on Flickr30K 1K (test)

98.5R@1

X2-VLMbase

Updated 2d ago

Evaluation Results

Method
X2-VLMbase 2023.01	98.5	100	100
X-FMbase 2023.01	98.1	100	100
BEIT-3 2023.01	98.1	100	100
CoCa 2023.01	98	100	100
BLIP 2023.02	97.4	99.8	99.9
X2-VLMbase 2023.01	97.4	99.9	100
X-FMbase 2023.01	97.4	100	100
BLIP 2023.05	97.4	99.8	99.9
BLIP 2022.06	97.3	99.9	100
OmniVL 2022.09	97.3	99.9	100
Florence 2023.02	97.2	99.9	-
mPLUG-2 2023.02	97.2	100	100
Florence 2022.09	97.2	99.9	-
X-VLM 2021.11	97.1	100	100
mPLUG-2Base 2023.02	96.9	100	100
X-VLM 2021.11	96.8	99.8	100
X-VLM 2023.01	96.8	99.8	100
BLIP 2022.06	96.6	99.8	100
BLIP 2022.09	96.6	99.8	100
SINGULARITY 2022.06	96.1	99.8	99.9
RaSa 2023.05	96	99.8	100
ALBEF 2022.06	95.9	99.8	100
ALBEF 2021.11	95.9	99.8	100
ALBEF 2023.02	95.9	99.8	100
ALBEF 2022.09	95.9	99.8	100
METER + EPIC 2022.11	95.8	99.3	99.6
VL-BEIT 2023.01	95.8	-	-
ALBEF 2023.05	95.5	99.8	99.9
ALIGN 2022.06	95.3	99.8	100
ALIGN 2021.11	95.3	99.8	100
VLMo 2023.02	95.3	99.9	100
ALIGN 2023.02	95.3	99.8	100
ALIGN 2023.05	95.3	99.8	100
ALIGN 2022.09	95.3	99.8	100
OmniVL 2023.01	94.9	99.6	99.9
BEIT-3 2023.01	94.9	99.9	100
OmniVL 2022.09	94.9	99.6	99.9
ALBEF 2022.06	94.3	99.4	99.8
ALBEF 2021.11	94.3	99.4	99.8
METER-CLIP 2021.11	94.3	99.6	99.9
ALBEF 2023.01	94.3	99.4	99.8
METER 2022.09	94.3	99.6	99.9
METER 2022.11	94.2	99.6	99.9
X-FMbase 2023.01	93.4	99.8	99.9
SINGULARITY 2022.06	93.3	99.4	99.8
METER + EPIC 2022.11	93.1	99.1	99.8
CoCa 2023.01	92.5	99.5	99.9
METER-Swin 2021.11	92.4	99	99.5
VLMbase 2023.01	92.3	99.4	99.9
VLMO 2022.09	92.3	99.4	99.9
METER 2022.11	92.2	99.3	99.7
Florence 2023.01	90.9	99.1	-
X-FMbase 2023.01	90.1	99.2	99.9
UNIMO 2023.02	89.4	98.9	99.8
UNIMO 2023.05	89.4	98.9	99.8
UNIMO 2022.09	89.4	98.9	99.8
Knowledge-CLIP 2022.10	89.2	98.9	99.4
COOKIE 2023.05	89	98.9	99.7
ERNIE-ViL 2022.10	88.7	98	99.2
ALIGN 2021.11	88.6	98.7	99.7
CLIP 2022.10	88.6	98.5	99.4
ALIGN 2023.01	88.6	98.7	99.7
X2-VLMbase 2023.01	88.6	98.7	98.9
CLIP 2021.11	88	98.7	99.4
CLIP 2023.01	88	98.7	99.4
VILLA 2022.10	87.9	97.5	98.8
Uni-Perceiver 2022.10	87.9	98.2	99.1
X-VLM 2021.11	87.7	98.6	99.6
UNITER 2022.06	87.3	98	99.2
UNITER_large 2021.11	87.3	98	99.2
UNITER 2022.10	87.3	98	99.2
UNITER 2023.02	87.3	98	99.2
UNITER 2023.05	87.3	98	99.2
UNITER 2022.09	87.3	98	99.2
Unicoder-VL 2022.10	86.2	96.3	99
E2E-VLP 2023.02	86.2	97.5	98.92
FLAVA 2022.09	85.4	95.7	98.3
X-VLM 2021.11	85.3	97.8	99.6
X-VLM 2023.01	85.3	97.8	99.6
X2-VLMbase 2023.01	85.1	99.2	100
ViLT 2022.06	83.5	96.7	98.6
ViLT 2022.10	83.5	96.7	98.6