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Semi Supervised Object Detection On Coco 10

评估指标

detector

评测结果

各个模型在此基准测试上的表现结果

模型名称
detector
Paper TitleRepository
Semi-DETRFCOS-Res50Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection
Humble teacher-Humble Teachers Teach Better Students for Semi-Supervised Object Detection-
MixTeacher-FCOSFCOS-Res50MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection
Dense TeacherFCOS-Res50Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection
MixTeacher-FRCNNFRCNN-Res50MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection
MixPLDINO-Res50Mixed Pseudo Labels for Semi-Supervised Object Detection
PseCoFasterRCNN-Res50PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection
Unbiased Teacher-Unbiased Teacher for Semi-Supervised Object Detection
MUM-MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection
SSOD with OCL and RUPL-Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty-
DETReg-DETReg: Unsupervised Pretraining with Region Priors for Object Detection
Consistent-TeacherRetinaNet-Res50Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection
Adaptive Class-Rebalancing-Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training-
Efficient TeacherYOLOv5-LEfficient Teacher: Semi-Supervised Object Detection for YOLOv5
ASTOD-Adaptive Self-Training for Object Detection
VCFasterRCNN-Res50Semi-supervised Object Detection via Virtual Category Learning
STAC-A Simple Semi-Supervised Learning Framework for Object Detection
Soft TeacherFasterRCNN-Res50End-to-End Semi-Supervised Object Detection with Soft Teacher
Revisiting Class ImbalanceFasterRCNN-Res50Revisiting Class Imbalance for End-to-end Semi-Supervised Object Detection-
Semi-DETRDINO-Res50Semi-DETR: Semi-Supervised Object Detection with Detection Transformers
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