datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
wds_vtab-caltech101caltech256Caltech-256
Dataset Card for Dataset Name
This is the huggingface format of : https://data.caltech.edu/records/nyy15-4j048. Please cite the original author of the dataset
Dataset Details
Dataset Description
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Dataset Sources [optional]… See the full description on the dataset page: https://huggingface.co/datasets/ilee0022/Caltech-256.Caltech101_not_background_test
Dataset Card for "Caltech101_not_background_test"
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caltech-256Griffin, G., Holub, A., & Perona, P. (2022). Caltech 256 (1.0) [Data set]. CaltechDATA. https://doi.org/10.22002/D1.20087
TWIN
TWIN
This repository contains the TWIN dataset introduced in the paper Same or Not? Enhancing Visual Perception in Vision-Language Models. TWIN contains 561K challenging (image, question, answer) tuples emphasizing fine-grained image understanding.
For evaluating on the dataset with LMMS-eval, please refer to this repo.
Citation
If you use the TWIN dataset in your research, please use the following BibTeX entry.
@misc{marsili2025notenhancingvisualperception… See the full description on the dataset page: https://huggingface.co/datasets/glab-caltech/TWIN.caltech_birds2011caltech-101Li, F.-F., Andreeto, M., Ranzato, M., & Perona, P. (2022). Caltech 101 (1.0) [Data set]. CaltechDATA. https://doi.org/10.22002/D1.20086
Caltech101_not_background_test_facebook_opt_2.7b_Attributes_Caption_ns_5647
Dataset Card for "Caltech101_not_background_test_facebook_opt_2.7b_Attributes_Caption_ns_5647"
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FGVQA
FGVQA
This repository contains the FGVQA benchmark suite introduced in the paper Same or Not? Enhancing Visual Perception in Vision-Language Models.FGVQA contains 12,000 challenging (image, question, answer) tuples emphasizing fine-grained image understanding.
The benchmark suite is composed of six sub-benchmarks:
TWIN-eval
ILIAS
Google Landmarks v2
MET
CUB
Inquire
For evaluating on the dataset with LMMS-eval, please refer to this repo.
Citation
If you use the FGVQA… See the full description on the dataset page: https://huggingface.co/datasets/glab-caltech/FGVQA.Caltech101_with_background_test_facebook_opt_350m_Attributes_ns_6084
Dataset Card for "Caltech101_with_background_test_facebook_opt_350m_Attributes_ns_6084"
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wds_vtab-caltech101_test
Caltech-101 Webdataset (Test set only)
Original paper: One-shot learning of object categories
Homepage: https://data.caltech.edu/records/mzrjq-6wc02
Bibtex:
@misc{li_andreeto_ranzato_perona_2022,
title={Caltech 101},
DOI={10.22002/D1.20086},
publisher={CaltechDATA},
author={Li, Fei-Fei and Andreeto, Marco and Ranzato, Marc'Aurelio and Perona, Pietro},
year={2022},
month={Apr}
}
Caltech101_with_background_test_facebook_opt_1.3b_Visclues_ns_6084
Dataset Card for "Caltech101_with_background_test_facebook_opt_1.3b_Visclues_ns_6084"
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Caltech101_not_background_test_facebook_opt_125m_Attributes_ns_5647
Dataset Card for "Caltech101_not_background_test_facebook_opt_125m_Attributes_ns_5647"
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Caltech101_not_background_test_facebook_opt_1.3b_Attributes_Caption_ns_5647
Dataset Card for "Caltech101_not_background_test_facebook_opt_1.3b_Attributes_Caption_ns_5647"
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Caltech101_with_background_test_facebook_opt_1.3b_Attributes_Caption_ns_6084
Dataset Card for "Caltech101_with_background_test_facebook_opt_1.3b_Attributes_Caption_ns_6084"
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Caltech101_not_background_test_facebook_opt_2.7b_Visclues_ns_5647
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Caltech101_with_background_test_facebook_opt_2.7b_Attributes_ns_6084
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Caltech101_not_background_test_facebook_opt_350m_Attributes_Caption_ns_5647
Dataset Card for "Caltech101_not_background_test_facebook_opt_350m_Attributes_Caption_ns_5647"
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Caltech101_with_background_test_facebook_opt_2.7b_Attributes_Caption_ns_6084
Dataset Card for "Caltech101_with_background_test_facebook_opt_2.7b_Attributes_Caption_ns_6084"
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Caltech101_not_background_test_facebook_opt_1.3b_Visclues_ns_5647
Dataset Card for "Caltech101_not_background_test_facebook_opt_1.3b_Visclues_ns_5647"
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Caltech101_not_background_test_facebook_opt_125m_Visclues_ns_5647
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Caltech101_with_background_test_facebook_opt_1.3b_Attributes_ns_6084
Dataset Card for "Caltech101_with_background_test_facebook_opt_1.3b_Attributes_ns_6084"
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Caltech101_with_background_test_google_flan_t5_xxl_mode_T_SPECIFIC_A_ns_6084
Dataset Card for "Caltech101_with_background_test_google_flan_t5_xxl_mode_T_SPECIFIC_A_ns_6084"
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Caltech101_not_background_test_facebook_opt_125m_Attributes_Caption_ns_5647
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Caltech101_not_background_test_facebook_opt_1.3b_Attributes_ns_5647
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Caltech101_not_background_test_facebook_opt_350m_Attributes_ns_5647
Dataset Card for "Caltech101_not_background_test_facebook_opt_350m_Attributes_ns_5647"
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Caltech101_with_background_test_facebook_opt_350m_Attributes_Caption_ns_6084
Dataset Card for "Caltech101_with_background_test_facebook_opt_350m_Attributes_Caption_ns_6084"
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Caltech101_not_background_test_facebook_opt_6.7b_Attributes_Caption_ns_5647
Dataset Card for "Caltech101_not_background_test_facebook_opt_6.7b_Attributes_Caption_ns_5647"
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Caltech101_with_background_test
Dataset Card for "Caltech101_with_background_test"
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