paper-with-me

Instance Segmentation 벤치마크

Instance Segmentation on Separated COCO

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Mean Recall

31.94 33.18 34.41 35.65 36.88 2021-03 2026-09 Swin-B + Cascade Mask R-CNN — 36.31 (2021-03-25) Swin-S + Mask R-CNN — 33.67 (2021-03-25) Swin-T + Mask R-CNN — 31.94 (2021-03-25) Swin-B + Cascade Mask R-CNN (tri-layer modelling) — 36.88 (2022-10-18) Swin-S + Mask R-CNN (tri-layer plugin) — 35.8 (2022-10-18) Swin-T + Mask R-CNN (tri-layer plugin) — 34.72 (2022-10-18) Swin-B + Cascade Mask R-CNN — 36.31 (2021-03-25) Swin-B + Cascade Mask R-CNN (tri-layer modelling) — 36.88 (2022-10-18)
RankModel Mean Recall PaperCodeYear
1 Swin-B + Cascade Mask R-CNN (tri-layer modelling) 36.88 A Tri-Layer Plugin to Improve Occluded Detection Championchess/Tri-Layer_Plugin_Occluded_Detection 2022
2 Swin-B + Cascade Mask R-CNN 36.31 Swin Transformer: Hierarchical Vision Transformer using Shifted Windows huggingface/transformers · rwightman/pytorch-image-models · open-mmlab/mmdetection · +77 2021
3 Swin-S + Mask R-CNN (tri-layer plugin) 35.80 A Tri-Layer Plugin to Improve Occluded Detection Championchess/Tri-Layer_Plugin_Occluded_Detection 2022
4 Swin-T + Mask R-CNN (tri-layer plugin) 34.72 A Tri-Layer Plugin to Improve Occluded Detection Championchess/Tri-Layer_Plugin_Occluded_Detection 2022
5 Swin-S + Mask R-CNN 33.67 Swin Transformer: Hierarchical Vision Transformer using Shifted Windows huggingface/transformers · rwightman/pytorch-image-models · open-mmlab/mmdetection · +77 2021
6 Swin-T + Mask R-CNN 31.94 Swin Transformer: Hierarchical Vision Transformer using Shifted Windows huggingface/transformers · rwightman/pytorch-image-models · open-mmlab/mmdetection · +77 2021
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