Datasets › Objects365
Objects365
Objects365 is a large-scale object detection dataset, Objects365, which has 365 object categories over 600K training images. More than 10 million, high-quality bounding boxes are manually labeled through a three-step, carefully designed annotation pipeline. It is the largest object detection dataset (with full annotation) so far and establishes a more challenging benchmark for the community.
Source: Objects365: A Large-Scale, High-Quality Dataset for Object Detection Image Source: https://www.objects365.org/overview.html
Benchmarks archive 2025-07-28
All 2 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 | ||||
|---|---|---|---|---|---|---|
| Open Vocabulary Object Detection | Objects365 | Object-Centric-OVD mask AP50 22.3 | Bridging the Gap between Object and Image-level... | mmaaz60/mvits_for_class_agnostic_od | 2 | Compare |
| Object Detection | Objects365 | ScaleDet AP 46.8 | ScaleDet: A Scalable Multi-Dataset Object Detector | — | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 161. 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 | |||
|---|---|---|---|---|
| ScaleDet: A Scalable Multi-Dataset Object Detector | 0 | 1 | 8 Jun 2023 | not harvested |
| Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection | 1 | 1 | 7 Jul 2022 | ran 2 of 4 samples (2 unverified) |
| Open-vocabulary Object Detection via Vision and Language Knowledge Distillation | 4 | 1 | 28 Apr 2021 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Custom (research-only, attribution)
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Objects365
1 variant name, as the archive lists them.
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