Datasets › DCM
DCM
The DCM dataset is composed of 772 annotated images from 27 golden age comic books. We freely collected them from the free public domain collection of digitized comic books Digital Comics Museum. One album per available publisher was selected to get as many different styles as possible. We made ground-truth bounding boxes of all panels, all characters (body + faces), small or big, human-like or animal-like.
Image source: https://gitlab.univ-lr.fr/crigau02/dcm-dataset/-/tree/master
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 | ||||
|---|---|---|---|---|---|---|
| Depth Estimation | DCM | Bhattacharjee et al. Abs Rel 0.251 | Estimating Image Depth in the Comics Domain | IVRL/ComicsDepth | 3 | Compare |
| Body Detection | DCM | DASS-Detector (YOLOX XL) Average Precision 86.14 | Domain-Adaptive Self-Supervised Pre-Training for Face &... | barisbatuhan/dass_det_inference +1 | 2 | Compare |
| Face Detection | DCM | DASS-Detector (YOLOX XL) Average Precision 77.40 | Domain-Adaptive Self-Supervised Pre-Training for Face &... | barisbatuhan/dass_det_inference +1 | 2 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 4. 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 | |||
|---|---|---|---|---|
| Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings | 2 | 4 | 19 Nov 2022 | not harvested |
| Estimating Image Depth in the Comics Domain | 1 | 1 | 7 Oct 2021 | not harvested |
| Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer | 16 | 1 | 2 Jul 2019 | ran 6 of 17 samples (11 unverified) |
| T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks | 1 | 1 | 4 Aug 2018 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- DCM
1 variant name, as the archive lists them.
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