Datasets › Comic2k

Comic2k

Introduced by Naoto Inoue et al. in Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation1 Jan 2018 archive 2025-07-28

Comic2k is a dataset used for cross-domain object detection which contains 2k comic images with image and instance-level annotations. Image Source: https://naoto0804.github.io/cross_domain_detection/

Homepage Benchmarks Papers JSON

Benchmarks archive 2025-07-28

All 4 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	Comic2k	DASS-Detector (YOLOX Tiny) MAP 67.41	Domain-Adaptive Self-Supervised Pre-Training for Face &...	barisbatuhan/dass_det_inference +1	8	Compare
Domain Adaptation	Comic2k	DDT mAP 50.2	Diffusion Domain Teacher: Diffusion Guided Domain...	heboyong/Diffusion-Domain-Teacher	2	Compare
Body Detection	Comic2k	DASS-Detector (YOLOX XL) MAP 73.65	Domain-Adaptive Self-Supervised Pre-Training for Face &...	barisbatuhan/dass_det_inference +1	1	Compare
Object Detection	Comic2k	CDDMSL mAP 45.9	Semi-Supervised Domain Generalization for Object...	sinamalakouti/CDDMSL	1	Compare

Papers archive 2025-07-28

9 shown of 9 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 29. 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
Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object Detector	1	1	4 Jun 2025	not harvested
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
MILA: Memory-Based Instance-Level Adaptation for Cross-Domain Object Detection	1	1	3 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
Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts	2	1	3 Aug 2020	not harvested
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation	3	2	30 Mar 2018	ran 1 of 11 samples (10 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Object Detection Domain Adaptation Weakly Supervised Object Detection Unsupervised Object Detection Body Detection Object Proposal Generation Class-agnostic Object 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

Images

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

Comic2k

1 variant name, as the archive lists them.

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