Text Retrieval on Flickr30K (1K)

95.4R@1

SoftMask++

Updated 3d ago

Evaluation Results

Method
SoftMask++ 2023.04	95.4	99.7	99.9
ALIGN 2022.02	95.3	99.8	100
ALIGN 2023.04	95.3	99.8	100
CODIS 2023.04	95.1	99.4	99.9
Triple Contrastive Learning (TCL) 2022.02	94.9	99.5	99.8
TCL 2023.04	94.9	99.5	99.8
ALBEF 2022.02	94.3	99.4	99.8
ALBEF 2023.04	94.3	99.4	99.8
TCL 2022.02	93	99.1	99.6
CYCLIP 2022.05	92.3	97	98.4
CLIP 2022.05	91.9	97	98
ALBEF 2022.02	90.5	98.8	99.7
UNIMO 2022.02	89.7	98.4	99.1
UNIMO 2023.04	89.7	98.4	99.1
ALIGN 2022.02	88.6	98.7	99.7
CLIP 2022.05	88.2	93.9	95.8
CYCLIP 2022.05	88.1	93.7	95.9
CLIP 2022.02	88	98.7	99.4
VILLA 2022.02	87.9	97.5	98.8
VILLA 2023.04	87.9	97.5	98.8
UNITER 2022.02	87.3	98	99.2
UNITER 2023.04	87.3	98	99.2
ImageBERT 2022.02	87	97.6	99.2
SOHO 2022.02	86.5	98.1	99.3
SOHO 2023.04	86.5	98.1	99.3
ViLT 2022.02	83.5	96.7	98.6
ViLT 2023.04	83.5	96.7	98.6
UNITER 2022.02	80.7	95.7	98
ViLT 2022.02	73.2	93.6	96.5
ImageBERT 2022.02	70.7	90.2	94