ML Research Wiki / Benchmarks / Instance Segmentation / Separated COCO

Separated COCO

Instance Segmentation Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: Mean Recall

Top Performing Models

Rank Model Paper Mean Recall Date Code
1 Swin-B + Cascade Mask R-CNN (tri-layer modelling) A Tri-Layer Plugin to Improve Occluded Detection 36.88 2022-10-18 📦 Championchess/Tri-Layer_Plugin_Occluded_Detection
2 Swin-B + Cascade Mask R-CNN Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 36.31 2021-03-25 📦 huggingface/transformers 📦 rwightman/pytorch-image-models 📦 open-mmlab/mmdetection
3 Swin-S + Mask R-CNN (tri-layer plugin) A Tri-Layer Plugin to Improve Occluded Detection 35.80 2022-10-18 📦 Championchess/Tri-Layer_Plugin_Occluded_Detection
4 Swin-T + Mask R-CNN (tri-layer plugin) A Tri-Layer Plugin to Improve Occluded Detection 34.72 2022-10-18 📦 Championchess/Tri-Layer_Plugin_Occluded_Detection
5 Swin-S + Mask R-CNN Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 33.67 2021-03-25 📦 huggingface/transformers 📦 rwightman/pytorch-image-models 📦 open-mmlab/mmdetection
6 Swin-T + Mask R-CNN Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 31.94 2021-03-25 📦 huggingface/transformers 📦 rwightman/pytorch-image-models 📦 open-mmlab/mmdetection

All Papers (6)