larpp/MACE

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Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
app		app
assets		assets
data		data
dataset_card		dataset_card
docs		docs
examples		examples
generation_dataset		generation_dataset
lavis		lavis
projects		projects
run_scripts		run_scripts
tests/models		tests/models
.gitignore		.gitignore
.pre-commit-config.yaml		.pre-commit-config.yaml
CODEOWNERS		CODEOWNERS
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
LICENSE		LICENSE
LICENSE.txt		LICENSE.txt
MANIFEST.in		MANIFEST.in
README.md		README.md
SECURITY.md		SECURITY.md
category_prediction.sh		category_prediction.sh
evaluate.py		evaluate.py
explanation_generation.sh		explanation_generation.sh
get_test_score_iconqa.py		get_test_score_iconqa.py
get_test_score_scienceqa.py		get_test_score_scienceqa.py
iconqa_data_preprocess.py		iconqa_data_preprocess.py
pyproject.toml		pyproject.toml
requirements.txt		requirements.txt
scienceqa_data_preprocess.py		scienceqa_data_preprocess.py
setup.py		setup.py
train.py		train.py

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MACE: A Misclassification-Aware Framework for Image Classification Evaluation

README coming soon.

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[ICPR'26] Explaining the causes of misclassification in images and proposing new evaluation metrics

Topics

benchmarking framework evaluation dataset classification dataset-generation evaluation-metrics interpretability benchmarking-framework explainable-ai multimodal xai misclassification openai-api llms instruction-tuning vision-language-model gpt-4o

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MACE: A Misclassification-Aware Framework for Image Classification Evaluation

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MACE: A Misclassification-Aware Framework for Image Classification Evaluation

Install

About

Topics

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Security policy

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