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ICDAR 2017

Introduced in ICDAR2017 Robust Reading Challenge on COCO-Text1 Jan 2017 archive 2025-07-28

ICDAR2017 is a dataset for scene text detection.

Source: Scale-Invariant Multi-Oriented Text Detection in Wild Scene Images Image Source: https://rrc.cvc.uab.es/?ch=7

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Scene Text Detection ICDAR 2017 MLT PMTD* Precision 84.42 Pyramid Mask Text Detector jjprincess/PMTD +1 14 Compare

Papers archive 2025-07-28

11 shown of 11 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 18. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection 1 1 20 Dec 2019 not harvested
Convolutional Character Networks 1 2 17 Oct 2019 not harvested
Geometry Normalization Networks for Accurate Scene Text Detection 1 1 2 Sep 2019 not harvested
Character Region Awareness for Text Detection 18 1 3 Apr 2019 ran 6 of 40 samples (34 unverified; 4 pointer-only for licence)
Shape Robust Text Detection with Progressive Scale Expansion Network 19 1 28 Mar 2019 not harvested
Pyramid Mask Text Detector 2 1 28 Mar 2019 not harvested
Mask R-CNN with Pyramid Attention Network for Scene Text Detection 0 1 22 Nov 2018 not harvested
Scene Text Detection with Supervised Pyramid Context Network 2 1 21 Nov 2018 not harvested
Shape Robust Text Detection with Progressive Scale Expansion Network 9 1 7 Jun 2018 ran 5 of 24 samples (19 unverified; 2 pointer-only for licence)
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation 1 2 25 Feb 2018 not harvested
FOTS: Fast Oriented Text Spotting with a Unified Network 7 2 5 Jan 2018 not harvested

Dataset loaders archive 2025-07-28

open-mmlab/mmocropen-mmlab/mmocrpytorch

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Scene Text Detection

License archive 2025-07-28

CC BY 4.0

Modalities archive 2025-07-28

ImagesTexts

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • ICDAR 2017 MLT
  • ICDAR 2017 MLT
  • ICDAR 2017

3 variant names, as the archive lists them.

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