Browse State-of-the-Art › Body Detection
Body Detection
6 papers with code · 5 benchmarks · 6 datasets archive 2025-07-28
Detection of the persons or the characters defined in the dataset.
Description from the archive archive 2025-07-28.
Benchmarks archive 2025-07-28
5 leaderboard tables shown for this task, 5 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.
| Dataset | Best model (first row in archive order) | Paper | Code | Syntology | Compare |
|---|---|---|---|---|---|
| DCM (2 rows) | DASS-Detector (YOLOX XL) | Domain-Adaptive Self-Supervised Pre-Training for Face & Body... | code | — | Compare |
| Clipart1k (1 row) | DASS-Detector (YOLOX XL) | Domain-Adaptive Self-Supervised Pre-Training for Face & Body... | code | — | Compare |
| Comic2k (1 row) | DASS-Detector (YOLOX XL) | Domain-Adaptive Self-Supervised Pre-Training for Face & Body... | code | — | Compare |
| Manga109 (1 row) | DASS-Detector (YOLOX XL) | Domain-Adaptive Self-Supervised Pre-Training for Face & Body... | code | — | Compare |
| Watercolor2k (1 row) | DASS-Detector (YOLOX XL) | Domain-Adaptive Self-Supervised Pre-Training for Face & Body... | code | — | Compare |
Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.
Libraries
Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.
Datasets archive 2025-07-28
6 datasets whose archive record lists this task, ordered by the archive's paper count.
Subtasks archive 2025-07-28
No subtask under this task in the archive's task tree.
Parent tasks archive 2025-07-28
Most implemented papers archive 2025-07-28
6 shown of 6 papers with code (17 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.
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11 Jan 2023 2 repositories listedComputer-aided analysis of biological microscopy data has seen a massive improvement with the utilization of general-purpose deep learning techniques.
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19 Nov 2022 2 repositories listedDrawings are powerful means of pictorial abstraction and communication.
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19 Feb 2019 2 repositories listedIn particular, we adopt a region-based object detection structure with two carefully designed detectors to separately pay attention to the human body and body parts in a coarse-to-fine manner, which we call…
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21 Feb 2024 1 repository listedWithin this context, this paper focus on the cloud segmentation from remote sensing imagery.
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31 Dec 2022 1 repository listedAdvances in computer vision and machine learning techniques have led to significant development in 2D and 3D human pose estimation from RGB cameras, LiDAR, and radars.
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27 Oct 2022 1 repository listedIn the paper, we propose a single-stage end-to-end trainable framework for tackling the HBOE problem with multi-persons.
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