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Image Classification on 10 Downstream Classification Datasets

86.2Average Accuracy

CLIP*

Updated 3d ago

Evaluation Results

Method	Links
CLIP* 2022.04		86.2	-	-	-	-	-	-	-	-	-	-
PyramidCLIP 2022.04		85.3	-	-	-	-	-	-	-	-	-	-
PyramidCLIP 2022.04		82.8	-	-	-	-	-	-	-	-	-	-
CLIP* 2022.04		82.7	-	-	-	-	-	-	-	-	-	-
FFF-ViT-B/32 2024.05		79.2	93.9	78.4	80.3	84.9	94.7	96.2	55.5	72.2	99.9	36.5
ALIP-VIT-B/32 2023.08		72.2	94.3	77.8	75.8	76	95.1	73.3	33.6	71.7	88.5	36.1
ALIP-ViT-B/32 2024.05		72.2	94.3	77.8	75.8	76	95.1	73.3	33.6	71.7	88.5	36.1
HIDECLIP-VIT-B/32 2023.08		70.8	88.1	70.7	77.6	75.5	95.6	72.2	36	70.1	90	32.6
HiDeCLIP-ViT-B/32 2024.05		70.8	88.1	70.7	77.6	75.5	95.6	72.2	36	70.1	90	32.6
DECLIP-VIT-B/32 2023.08		68.7	89.2	69	75.4	72.2	94.4	71.6	31	68.8	87.9	27.6
DeCLIP-ViT-B/32 2024.05		68.7	89.2	69	75.4	72.2	94.4	71.6	31	68.8	87.9	27.6
HICLIP-VIT-B/32 2023.08		67.2	89.5	71.1	73.5	70.6	91.9	68.8	30.8	63.9	84.8	27.4
HiCLIP-ViT-B/32 2024.05		67.2	89.5	71.1	73.5	70.6	91.9	68.8	30.8	63.9	84.8	27.4
CLIP-VIT-B/32 2023.08		63	86.5	64.7	69.2	64.6	90.6	66	24.9	61.3	79.1	23.1
CLIP-ViT-B/32 2024.05		63	86.5	64.7	69.2	64.6	90.6	66	24.9	61.3	79.1	23.1