HyperAI超神经

Instance Segmentation On Occluded Coco

评估指标

Mean Recall

评测结果

各个模型在此基准测试上的表现结果

模型名称
Mean Recall
Paper TitleRepository
Swin-S + Mask R-CNN61.14Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Swin-T + Mask R-CNN58.81Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Swin-T + Mask R-CNN (tri-layer plugin)62.00A Tri-Layer Plugin to Improve Occluded Detection
Swin-B + Cascade Mask R-CNN62.90Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Swin-S + Mask R-CNN (tri-layer plugin)62.58A Tri-Layer Plugin to Improve Occluded Detection
Swin-B + Cascade Mask R-CNN (tri-layer modelling)63.64A Tri-Layer Plugin to Improve Occluded Detection
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