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Image Classification on 11 Downstream Classification Datasets (Collection)

78.8Average Accuracy

PyramidCLIP

Updated 1mo ago

Evaluation Results

Method	Links
PyramidCLIP 2022.04		78.8
cross-modal partial finetuning 2023.01		78.6
cross-modal partial finetuning 2023.01		78.37
cross-modal partial finetuning 2023.01		78.34
Supervised(IN1K) 2022.04		78.1
cross-modal partial finetuning 2023.01		77.73
cross-modal linear probing 2023.01		77.21
cross-modal linear probing 2023.01		77.15
CLIP* 2022.04		77
cross-modal linear probing 2023.01		76.85
ProDA 2023.01		76.78
cross-modal linear probing 2023.01		76.66
cross-modal partial finetuning 2023.01		74.9
cross-modal partial finetuning 2023.01		74.83
cross-modal partial finetuning 2023.01		74.68
cross-modal partial finetuning 2023.01		74.22
ProDA 2023.01		74.21
cross-modal linear probing 2023.01		74.17
cross-modal linear probing 2023.01		73.77
cross-modal linear probing 2023.01		73.75
cross-modal linear probing 2023.01		73.29
ProDA 2023.01		71.49
cross-modal partial finetuning 2023.01		71.1
cross-modal partial finetuning 2023.01		71.04
cross-modal linear probing 2023.01		71
cross-modal linear probing 2023.01		70.97
cross-modal linear probing 2023.01		70.71
cross-modal partial finetuning 2023.01		70.59
cross-modal partial finetuning 2023.01		70.29
cross-modal linear probing 2023.01		69.95
CoCoOp 2022.03		69.13
ProDA 2023.01		68.59
cross-modal partial finetuning 2023.01		68.05
cross-modal partial finetuning 2023.01		68.03
cross-modal linear probing 2023.01		67.62
cross-modal partial finetuning 2023.01		67.48
cross-modal linear probing 2023.01		67.31
cross-modal linear probing 2023.01		66.59
cross-modal partial finetuning 2023.01		66.46
cross-modal linear probing 2023.01		65.75
CoOp 2022.03		65.55
CLIP 2022.03		65.22
ProDA 2023.01		65.19
cross-modal partial finetuning 2023.01		65.01
cross-modal partial finetuning 2023.01		64.89
cross-modal linear probing 2023.01		64.52
cross-modal partial finetuning 2023.01		64.38
cross-modal linear probing 2023.01		64.37
cross-modal linear probing 2023.01		63.87
cross-modal partial finetuning 2023.01		62.58
cross-modal linear probing 2023.01		62.34