{"url":"/dataset/icdar-2017","name":"ICDAR 2017","full_name":"ICDAR 2017","description_markdown":"ICDAR2017 is a dataset for scene text detection.\n\nSource: [Scale-Invariant Multi-Oriented Text Detection in Wild Scene Images](https://arxiv.org/abs/2002.06423)\nImage Source: [https://rrc.cvc.uab.es/?ch=7](https://rrc.cvc.uab.es/?ch=7)","description_withheld":null,"homepage":"https://zenodo.org/record/835489","introduced_date":"2017-01-01","introduced_date_note":null,"introduced_by":{"paper":null,"title":"ICDAR2017 Robust Reading Challenge on COCO-Text","first_author":null,"url":"https://doi.org/10.1109/ICDAR.2017.234"},"license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Scene Text Detection","url":"/task/scene-text-detection","datasets_with_task":"/datasets/task/scene-text-detection"}],"languages":[],"variants":[" ICDAR 2017 MLT","ICDAR 2017 MLT","ICDAR 2017"],"data_loaders":[{"repo":"https://github.com/open-mmlab/mmocr","url":"https://github.com/open-mmlab/mmocr/blob/main/docs/datasets.md","frameworks":["pytorch"]}],"num_papers_in_archive":18,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/scene-text-detection-on-icdar-2017-mlt-1","task":"Scene Text Detection","dataset_variant":"ICDAR 2017 MLT","rows":14,"metrics":["Precision","Recall","F-Measure","H-Mean"],"first_row_in_archive_order":{"model":"PMTD*","paper":"/paper/pyramid-mask-text-detector","metrics":{"F-Measure":"80.13%","Precision":"84.42","Recall":"76.25"},"code_links":[{"title":"jjprincess/PMTD","url":"https://github.com/jjprincess/PMTD"},{"title":"anhnguyen9a7/pyramid-mask-and-plane-clustering-visualization","url":"https://github.com/anhnguyen9a7/pyramid-mask-and-plane-clustering-visualization"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/191209629","title":"Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection","date":"2019-12-20","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/convolutional-character-networks","title":"Convolutional Character Networks","date":"2019-10-17","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/geometry-normalization-networks-for-accurate","title":"Geometry Normalization Networks for Accurate Scene Text Detection","date":"2019-09-02","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/character-region-awareness-for-text-detection","title":"Character Region Awareness for Text Detection","date":"2019-04-03","rows_on_this_dataset":1,"code_links":18,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":40,"samples_ran":6,"samples_unverified":34,"pointer_only_for_licence":4,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/shape-robust-text-detection-with-progressive-1","title":"Shape Robust Text Detection with Progressive Scale Expansion Network","date":"2019-03-28","rows_on_this_dataset":1,"code_links":19,"syntology":null},{"paper":"/paper/pyramid-mask-text-detector","title":"Pyramid Mask Text Detector","date":"2019-03-28","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/mask-r-cnn-with-pyramid-attention-network-for","title":"Mask R-CNN with Pyramid Attention Network for Scene Text Detection","date":"2018-11-22","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/scene-text-detection-with-supervised-pyramid","title":"Scene Text Detection with Supervised Pyramid Context Network","date":"2018-11-21","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/shape-robust-text-detection-with-progressive","title":"Shape Robust Text Detection with Progressive Scale Expansion Network","date":"2018-06-07","rows_on_this_dataset":1,"code_links":9,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":24,"samples_ran":5,"samples_unverified":19,"pointer_only_for_licence":2,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/multi-oriented-scene-text-detection-via","title":"Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation","date":"2018-02-25","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/fots-fast-oriented-text-spotting-with-a","title":"FOTS: Fast Oriented Text Spotting with a Unified Network","date":"2018-01-05","rows_on_this_dataset":2,"code_links":7,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":2,"samples_harvested":64,"samples_ran":11,"samples_unverified":53,"pointer_only_for_licence":6,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}