paper-with-me

Instance Segmentation 벤치마크

Instance Segmentation on Occluded COCO

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Mean Recall

58.81 60.02 61.23 62.43 63.64 2021-03 2026-09 Swin-B + Cascade Mask R-CNN — 62.9 (2021-03-25) Swin-S + Mask R-CNN — 61.14 (2021-03-25) Swin-T + Mask R-CNN — 58.81 (2021-03-25) Swin-B + Cascade Mask R-CNN (tri-layer modelling) — 63.64 (2022-10-18) Swin-S + Mask R-CNN (tri-layer plugin) — 62.58 (2022-10-18) Swin-T + Mask R-CNN (tri-layer plugin) — 62.0 (2022-10-18) Swin-B + Cascade Mask R-CNN — 62.9 (2021-03-25) Swin-B + Cascade Mask R-CNN (tri-layer modelling) — 63.64 (2022-10-18)
RankModel Mean Recall PaperCodeYear
1 Swin-B + Cascade Mask R-CNN (tri-layer modelling) 63.64 A Tri-Layer Plugin to Improve Occluded Detection Championchess/Tri-Layer_Plugin_Occluded_Detection 2022
2 Swin-B + Cascade Mask R-CNN 62.90 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) 62.58 A Tri-Layer Plugin to Improve Occluded Detection Championchess/Tri-Layer_Plugin_Occluded_Detection 2022
4 Swin-T + Mask R-CNN (tri-layer plugin) 62.00 A Tri-Layer Plugin to Improve Occluded Detection Championchess/Tri-Layer_Plugin_Occluded_Detection 2022
5 Swin-S + Mask R-CNN 61.14 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 58.81 Swin Transformer: Hierarchical Vision Transformer using Shifted Windows huggingface/transformers · rwightman/pytorch-image-models · open-mmlab/mmdetection · +77 2021
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