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Image Retrieval on MSCOCO (test)

60.7IR@1

ALBEF

Updated 3d ago

Evaluation Results

Method	Links
ALBEF 2021.11		60.7	84.3	90.5
VinVL-Large 2021.11		58.8	83.5	90.3
METER-CLIP-ViT-Base 2021.11		57.08	82.66	90.07
ALBEF 2021.11		56.8	81.5	89.2
ALBEF LoRA 2023.10		56.5	81.3	88.9
PELA 2023.10		55.1	80.8	88.3
ALBEF Base 2023.10		54.9	80.5	88.1
METER-Swin-Base 2021.11		54.85	81.41	89.31
OSCAR 2023.10		54	80.8	88.5
UNITER-Large 2021.11		52.93	79.93	87.95
UNITER 2023.10		52.9	79.9	88
PixelBERT 2021.11		50.1	77.6	86.2
FFF-ViT-B/32 2024.05		44.3	70.9	80.1
ViLT 2021.11		42.7	72.9	83.1
ALBEF ToMe 2023.10		41.7	71	81.3
ALIP-ViT-B/32 2023.08		29.3	54.4	65.4
ALIP-ViT-B/32 2024.05		29.3	54.4	65.4
ALBEF MaskAlign 2023.10		24.2	52.5	65.5
HiDeCLIP-ViT-B/32 2023.08		23.9	48.2	60.1
HiDeCLIP-ViT-B/32 2024.05		23.9	48.2	60.1
ALBEF TinyBERT 2023.10		22.6	49.8	63.2
HiCLIP-ViT-B/32 2023.08		20.6	43.8	55.3
HiCLIP-ViT-B/32 2024.05		20.6	43.8	55.3
UniCLIP-ViT-B/32 2023.08		20.2	43.2	54.4
UniCLIP-ViT-B/32 2024.05		20.2	43.2	54.4
DeCLIP-ViT-B/32 2023.08		18.4	39.6	51.4
DeCLIP-ViT-B/32 2024.05		18.4	39.6	51.4
SLIP-ViT-B/32 2023.08		18.2	39.2	51
SLIP-ViT-B/32 2024.05		18.2	39.2	51
CLIP-ViT-B/32 2023.08		13	31.7	42.7
CLIP-ViT-B/32 2024.05		13	31.7	42.7