Datasets › ICDAR 2015

ICDAR 2015

archive 2025-07-28

ICDAR 2015 was a scene text detection used for the ICDAR 2015 conference.

Benchmarks archive 2025-07-28

All 2 leaderboards 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)	Paper	Code
Scene Text Detection	ICDAR 2015	TextFuseNet (ResNeXt-101) F-Measure 92.23	TextFuseNet: Scene Text Detection with Richer Fused Features	ying09/TextFuseNet +5	43	Compare
Text Spotting	ICDAR 2015	UNITS F-measure (%) - Strong Lexicon 89.0	Towards Unified Scene Text Spotting based on Sequence Generation	clovaai/units	18	Compare

Papers archive 2025-07-28

30 shown of 43 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 52. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

			Date	Samples run Syntology
Towards Unified Scene Text Spotting based on Sequence Generation	1	1	7 Apr 2023	ran 7 of 8 samples (1 unverified)
A3S: Adversarial learning of semantic representations for Scene-Text Spotting	0	1	21 Feb 2023	not harvested
SPTS v2: Single-Point Scene Text Spotting	3	1	4 Jan 2023	ran 5 of 16 samples (11 unverified)
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting	1	3	19 Nov 2022	not harvested
GLASS: Global to Local Attention for Scene-Text Spotting	2	1	5 Aug 2022	not harvested
Single Shot Self-Reliant Scene Text Spotter by Decoupled yet Collaborative Detection and Recognition	1	1	15 Jul 2022	not harvested
Text Spotting Transformers	1	1	5 Apr 2022	ran 7 of 12 samples (5 unverified)
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition	2	1	19 Mar 2022	ran 4 of 5 samples (1 unverified; 5 pointer-only for licence)
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion	5	2	21 Feb 2022	not harvested
SPTS: Single-Point Text Spotting	1	1	15 Dec 2021	not harvested
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation	2	5	3 Nov 2021	not harvested
ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting	1	1	8 May 2021	not harvested
PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network	2	3	12 Apr 2021	not harvested
MANGO: A Mask Attention Guided One-Stage Scene Text Spotter	1	1	8 Dec 2020	not harvested
Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting	1	1	18 Jul 2020	not harvested
TextFuseNet: Scene Text Detection with Richer Fused Features	6	1	17 May 2020	not harvested
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting	1	1	17 Feb 2020	not harvested
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection	1	1	20 Dec 2019	not harvested
Real-time Scene Text Detection with Differentiable Binarization	15	1	20 Nov 2019	ran 3 of 25 samples (22 unverified)
Convolutional Character Networks	1	6	17 Oct 2019	not harvested
TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting	0	1	1 Oct 2019	not harvested
Geometry Normalization Networks for Accurate Scene Text Detection	1	1	2 Sep 2019	not harvested
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network	6	1	16 Aug 2019	ran 4 of 28 samples (24 unverified)
A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning	1	1	15 Aug 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
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes	1	1	6 Jul 2018	not harvested

The full list of 43 is in the JSON twin.

Dataset loaders archive 2025-07-28

paperswithcode.com/dataset/icdar-2015 clovaai/unitspytorch

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

Tasks archive 2025-07-28

Scene Text Detection Text Spotting

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Images

Languages archive 2025-07-28

Vietnamese

Variants archive 2025-07-28

ICDAR 2015

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections