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Weakly Supervised Object Detection On Pascal 1

评估指标

MAP

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
WeakSAM-MIST-DINO (with SAM)73.4WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
WeakSAM-MIST-Faster RCNN (with SAM)71.8WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
WeakSAM-MIST (with SAM)67.4WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
WeakSAM-OICR-DINO (with SAM)66.1WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
WeakSAM-OICR-Faster RCNN (with SAM)65.7WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
WeakSAM-OICR (with SAM)58.9WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
wetectron (single mode, 07+12)58.1Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection
CASD(VGG16)56.8Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection
OD-WSCL56.1Object Discovery via Contrastive Learning for Weakly Supervised Object Detection
wetectron(single-model)54.9Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection
Our-Ens54.5Towards Precise End-to-end Weakly Supervised Object Detection Network
Pred Net (Ens)53.6Dissimilarity Coefficient based Weakly Supervised Object Detection-
WSOD253.6WSOD2: Learning Bottom-up and Top-down Objectness Distillation forWeakly-supervised Object Detection-
C-MIDN53.6C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection-
FRCNN C-MIL53.1C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection
Ours+FRCNN52.6Utilizing the Instability in Weakly Supervised Object Detection-
OIM+IR+FRCNN52.6Object Instance Mining for Weakly Supervised Object Detection
WS-JDS FRCNN52.5Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation-
WSD+PGE+PGA+FSD252.4W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection-
PGE (Ours + FRCNN)52.1Object-Aware Instance Labeling for Weakly Supervised Object Detection-
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Weakly Supervised Object Detection On Pascal 1 | SOTA | HyperAI超神经