Datasets › COCO 10% labeled data

COCO 10% labeled data

25 Apr 2022 archive 2025-07-28

Semi-Supervised Object Detection on COCO 10% labeled data

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)PaperCode
Semi-Supervised Object Detection COCO 10% labeled data MixPL mAP 44.6 Mixed Pseudo Labels for Semi-Supervised Object Detection czm369/mixpl 27 Compare
Semi-Supervised Instance Segmentation COCO 10% labeled data Guided Distillation (ResNet50) mask AP 35.0 Guided Distillation for Semi-Supervised Instance Segmentation facebookresearch/guideddistillation 3 Compare

Papers archive 2025-07-28

28 shown of 28 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 28. 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
Mixed Pseudo Labels for Semi-Supervised Object Detection 1 1 12 Dec 2023 not harvested
Guided Distillation for Semi-Supervised Instance Segmentation 1 1 3 Aug 2023 not harvested
Semi-DETR: Semi-Supervised Object Detection with Detection Transformers 3 1 16 Jul 2023 not harvested
Revisiting Class Imbalance for End-to-end Semi-Supervised Object Detection 0 1 4 Jun 2023 not harvested
Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection 1 2 27 Mar 2023 not harvested
MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection 1 2 16 Mar 2023 not harvested
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 4 1 15 Feb 2023 ran 3 of 3 samples (0 unverified; 3 pointer-only for licence)
Adaptive Self-Training for Object Detection 1 1 7 Dec 2022 not harvested
Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty 0 1 6 Dec 2022 not harvested
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding 0 1 7 Nov 2022 not harvested
Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection 1 1 4 Sep 2022 not harvested
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection 1 1 17 Jul 2022 not harvested
Semi-supervised Object Detection via Virtual Category Learning 1 1 7 Jul 2022 not harvested
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection 2 1 6 Jul 2022 ran 0 of 3 samples (3 unverified)
Improving Localization for Semi-Supervised Object Detection 1 1 21 Jun 2022 not harvested
Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors 1 1 19 Jun 2022 not harvested
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection 1 1 30 Mar 2022 not harvested
Omni-DETR: Omni-Supervised Object Detection with Transformers 1 1 30 Mar 2022 not harvested
MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection 1 1 22 Nov 2021 not harvested
Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training 0 1 11 Jul 2021 not harvested
Humble Teachers Teach Better Students for Semi-Supervised Object Detection 0 1 19 Jun 2021 not harvested
End-to-End Semi-Supervised Object Detection with Soft Teacher 8 1 16 Jun 2021 not harvested
DETReg: Unsupervised Pretraining with Region Priors for Object Detection 1 1 8 Jun 2021 ran 4 of 7 samples (3 unverified)
Rethinking Pseudo Labels for Semi-Supervised Object Detection 0 1 1 Jun 2021 not harvested
Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework 1 1 21 Mar 2021 not harvested
Unbiased Teacher for Semi-Supervised Object Detection 4 1 18 Feb 2021 not harvested
A Simple Semi-Supervised Learning Framework for Object Detection 7 1 10 May 2020 ran 0 of 1 samples (1 unverified)
CenterMask : Real-Time Anchor-Free Instance Segmentation 8 1 15 Nov 2019 ran 1 of 2 samples (1 unverified; 2 pointer-only for licence)

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

Languages archive 2025-07-28

Variants archive 2025-07-28

  • COCO 10% labeled data

1 variant name, as the archive lists them.

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