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UODD

archive 2025-07-28

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Benchmarks archive 2025-07-28

All 1 leaderboard 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)PaperCode
Cross-Domain Few-Shot Object Detection UODD ETS mAP 29.8 Enhance Then Search: An Augmentation-Search Strategy... jaychempan/ETS 16 Compare

Papers archive 2025-07-28

12 shown of 12 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 12. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
No time to train! Training-Free Reference-Based Instance Segmentation 2 1 3 Jul 2025 not harvested
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion 1 2 2 May 2025 not harvested
Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection 1 1 6 Apr 2025 not harvested
Balanced ID-OOD tradeoff transfer makes query based detectors good few shot learners 0 2 23 May 2024 not harvested
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector 2 1 5 Feb 2024 ran 9 of 11 samples (2 unverified)
Detect Everything with Few Examples 1 2 22 Sep 2023 ran 15 of 20 samples (5 unverified)
Exploring Plain Vision Transformer Backbones for Object Detection 11 1 30 Mar 2022 ran 1 of 4 samples (3 unverified)
Detecting Twenty-thousand Classes using Image-level Supervision 1 2 7 Jan 2022 not harvested
DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection 2 1 20 Aug 2021 ran 0 of 1 samples (1 unverified)
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding 2 1 10 Mar 2021 ran 1 of 1 samples (0 unverified)
Frustratingly Simple Few-Shot Object Detection 5 1 16 Mar 2020 ran 3 of 11 samples (8 unverified; 11 pointer-only for licence)
Meta-RCNN: Meta Learning for Few-Shot Object Detection 0 1 25 Sep 2019 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

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

  • UODD

1 variant name, as the archive lists them.

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