HyperAI

Instance Segmentation On Separated Coco

Metrics

Mean Recall

Results

Performance results of various models on this benchmark

Model Name
Mean Recall
Paper TitleRepository
Swin-B + Cascade Mask R-CNN36.31Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Swin-S + Mask R-CNN33.67Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Swin-T + Mask R-CNN31.94Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Swin-B + Cascade Mask R-CNN (tri-layer modelling)36.88A Tri-Layer Plugin to Improve Occluded Detection
Swin-S + Mask R-CNN (tri-layer plugin)35.80A Tri-Layer Plugin to Improve Occluded Detection
Swin-T + Mask R-CNN (tri-layer plugin)34.72A Tri-Layer Plugin to Improve Occluded Detection
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