Datasets › Watercolor2k

Watercolor2k

Introduced by Naoto Inoue et al. in Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation30 Mar 2018 archive 2025-07-28

Watercolor2k is a dataset used for cross-domain object detection which contains 2k watercolor images with image and instance-level annotations.

Homepage Benchmarks Papers JSON

Benchmarks archive 2025-07-28

All 3 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
Weakly Supervised Object Detection	Watercolor2k	TADP MAP 72.2	Text-image Alignment for Diffusion-based Perception	damaggu/tadp +1	12	Compare
Body Detection	Watercolor2k	DASS-Detector (YOLOX XL) MAP 89.81	Domain-Adaptive Self-Supervised Pre-Training for Face &...	barisbatuhan/dass_det_inference +1	1	Compare
Object Detection	Watercolor2k	CDDMSL MAP 49.8	Semi-Supervised Domain Generalization for Object...	sinamalakouti/CDDMSL	1	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 37. 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
Text-image Alignment for Diffusion-based Perception	2	1	29 Sep 2023	not harvested
Semi-Supervised Domain Generalization for Object Detection via Language-Guided Feature Alignment	1	1	24 Sep 2023	not harvested
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings	2	2	19 Nov 2022	not harvested
H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection	1	2	1 Jan 2022	not harvested
Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection	0	1	19 Jun 2021	not harvested
Domain-Adaptive Object Detection via Uncertainty-Aware Distribution Alignment	1	1	31 Oct 2020	not harvested
Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts	2	1	3 Aug 2020	not harvested
Adaptive Object Detection with Dual Multi-Label Prediction	0	1	29 Mar 2020	not harvested
Weakly Supervised Object Detection in Artworks	2	1	5 Oct 2018	not harvested
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation	3	2	30 Mar 2018	ran 1 of 11 samples (10 unverified)
Weakly Supervised Deep Detection Networks	5	1	9 Nov 2015	ran 1 of 3 samples (2 unverified; 1 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Object Detection Weakly Supervised Object Detection Unsupervised Object Detection Body Detection

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

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

Watercolor2k

1 variant name, as the archive lists them.

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