IIIT5k

archive 2025-07-28

The IIIT5K dataset contains 5,000 text instance images: 2,000 for training and 3,000 for testing. It contains words from street scenes and from originally-digital images. Every image is associated with a 50 -word lexicon and a 1,000 -word lexicon.

Homepage Benchmarks Papers 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)	Paper	Code
Scene Text Recognition	IIIT5k	CLIP4STR-L (DataComp-1B) Accuracy 99.6	CLIP4STR: A Simple Baseline for Scene Text Recognition...	VamosC/CLIP4STR	17	Compare

Papers archive 2025-07-28

12 shown of 12 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 14. 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
DTrOCR: Decoder-only Transformer for Optical Character Recognition	1	1	30 Aug 2023	not harvested
Context Perception Parallel Decoder for Scene Text Recognition	2	1	23 Jul 2023	not harvested
DiffusionSTR: Diffusion Model for Scene Text Recognition	0	1	29 Jun 2023	not harvested
CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model	1	4	23 May 2023	ran 3 of 10 samples (7 unverified)
Self-supervised Character-to-Character Distillation for Text Recognition	1	3	1 Nov 2022	not harvested
Multi-Granularity Prediction for Scene Text Recognition	3	1	8 Sep 2022	not harvested
Scene Text Recognition with Permuted Autoregressive Sequence Models	2	1	14 Jul 2022	ran 5 of 8 samples (3 unverified)
Self-supervised Implicit Glyph Attention for Text Recognition	1	1	7 Mar 2022	not harvested
Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition	1	1	24 Dec 2021	not harvested
Multi-modal Text Recognition Networks: Interactive Enhancements between Visual and Semantic Features	3	1	30 Nov 2021	not harvested
CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition	3	1	22 Nov 2021	not harvested
Look Back Again: Dual Parallel Attention Network for Accurate and Robust Scene Text Recognition	2	1	1 Aug 2021	not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Scene Text Recognition

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

No language tagged.

Variants archive 2025-07-28

IIIT5k

1 variant name, as the archive lists them.

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