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@@ -103,4 +103,19 @@ A sample from the training set is provided below:
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To collect human-annotated labels, we used Amazon Mechanical Turk (MTurk) to deploy our annotation task. The layout and interface design for the MTurk task can be found in the file `design-layout-mturk.html`.
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In each task, a single image was enlarged to 200 x 200 for clarity and presented alongside the question: `Choose any one "incorrect" label for this image`? Annotators were given four example labels to choose from (e.g., `dog, cat, ship, bird`), and were instructed to select the one that does not correctly describe the image.
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To collect human-annotated labels, we used Amazon Mechanical Turk (MTurk) to deploy our annotation task. The layout and interface design for the MTurk task can be found in the file `design-layout-mturk.html`.
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In each task, a single image was enlarged to 200 x 200 for clarity and presented alongside the question: `Choose any one "incorrect" label for this image`? Annotators were given four example labels to choose from (e.g., `dog, cat, ship, bird`), and were instructed to select the one that does not correctly describe the image.
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## Citing
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If you find this dataset useful, please cite the following:
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```
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@article{
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wang2024climage,
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title={{CLI}mage: Human-Annotated Datasets for Complementary-Label Learning},
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author={Hsiu-Hsuan Wang and Mai Tan Ha and Nai-Xuan Ye and Wei-I Lin and Hsuan-Tien Lin},
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journal={Transactions on Machine Learning Research},
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issn={2835-8856},
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year={2025}
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}
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```
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