ML Research Wiki / Benchmarks / Instance Segmentation / iSAID

iSAID

Instance Segmentation Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: Average Precision

Top Performing Models

Rank Model Paper Average Precision Date Code
1 PANet++ iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images 40.00 2019-05-30 📦 CAPTAIN-WHU/iSAID_Devkit 📦 yeliudev/catnet 📦 Anirudh0707/Roads-and-Building-Segmentation
2 PANet+ iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images 39.54 2019-05-30 📦 CAPTAIN-WHU/iSAID_Devkit 📦 yeliudev/catnet 📦 Anirudh0707/Roads-and-Building-Segmentation
3 Mask-RCNN+ Mask R-CNN 37.18 2017-03-20 📦 tensorflow/models 📦 facebookresearch/detectron2 📦 facebookresearch/detectron
4 Mask-RCNN Mask R-CNN 36.50 2017-03-20 📦 tensorflow/models 📦 facebookresearch/detectron2 📦 facebookresearch/detectron
5 PANet Path Aggregation Network for Instance Segmentation 34.17 2018-03-05 📦 ultralytics/yolov5 📦 open-mmlab/mmdetection 📦 PaddlePaddle/PaddleDetection

All Papers (5)

CAPTAIN-WHU/iSAID_Devkit yeliudev/catnet Anirudh0707/Roads-and-Building-Segmentation
CAPTAIN-WHU/iSAID_Devkit yeliudev/catnet Anirudh0707/Roads-and-Building-Segmentation

Mask R-CNN

2017
Mask-RCNN+
tensorflow/models facebookresearch/detectron2

Mask R-CNN

2017
Mask-RCNN
tensorflow/models facebookresearch/detectron2
ultralytics/yolov5 open-mmlab/mmdetection