OpenCodePapers

semi-supervised-object-detection-on-coco-100

2D Object DetectionSemi-Supervised Object Detection
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PaperCodemAPModelNameReleaseDate
Mixed Pseudo Labels for Semi-Supervised Object Detection✓ Link55.2MixPL2023-12-12
Semi-DETR: Semi-Supervised Object Detection with Detection Transformers✓ Link50.5Semi-DETR2023-07-16
Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection✓ Link48.20Consistent-Teacher2022-09-04
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection✓ Link46.2Dense Teacher2022-07-06
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection✓ Link46.1PseCo2022-03-30
End-to-End Semi-Supervised Object Detection with Soft Teacher✓ Link44.9Soft Teacher2021-06-16
Revisiting Class Imbalance for End-to-end Semi-Supervised Object Detection44.0Revisiting Class Imbalance2023-06-04
Rethinking Pseudo Labels for Semi-Supervised Object Detection43.3RPL2021-06-01
Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training42.79Adaptive Class-Rebalancing2021-07-11
MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection✓ Link42.11MUM2021-11-22
Unbiased Teacher for Semi-Supervised Object Detection✓ Link41.3UNBIASED TEACHER2021-02-18
Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework✓ Link40.2Instant-Teaching2021-03-21
A Simple Semi-Supervised Learning Framework for Object Detection✓ Link39.2STAC2020-05-10
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