Image Mixing Method

MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

Results of Image Classification

Result 1

CIFAR100 dataset classification (part)

Result 2

Stanford-Cars dataset classification

Result 3

ImageNet-1K dataset classification

Result 4

CIFAR100 dataset classification (full)

Result 5

CUB200, FGVC-Aircrafts, and Stanford-Cars datasetes classification

Results of Calibration on Image

Calibration 1 Calibration 2

Results of Occlusion on Image

Occlusion 1
Occlusion 2

Occlusion Classification Results on CIFAR100 dataset with DeiT-Tiny

Occlusion 3

Occlusion Classification Results on CIFAR100 dataset with ViT-Tiny

Occlusion 4

Occlusion Classification Results on ImageNet-1K dataset with DeiT-Small

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