Complete Instances Mining for Weakly Supervised Instance Segmentation

Benchmark Model Rank Results
image-level-supervised-instance-segmentationCIM + Mask R-CNN#3mAP@0.5: 55.9mAP@0.25: 68.7mAP@0.7: 37.1mAP@0.75: 30.9
image-level-supervised-instance-segmentationCIM#4mAP@0.5: 51.1mAP@0.25: 64.9mAP@0.7: 32.4mAP@0.75: 26.1
image-level-supervised-instance-segmentation-1CIM + Mask R-CNN#3AP: 17.2AP@50: 29.7AP@75: 17.3
image-level-supervised-instance-segmentation-1CIM#6AP: 12.0AP@50: 23.0AP@75: 11.3
image-level-supervised-instance-segmentation-2CIM + Mask R-CNN#3AP: 17.0AP@50: 29.4AP@75: 17.0
image-level-supervised-instance-segmentation-2CIM#5AP: 11.9AP@50: 22.8AP@75: 11.1
point-supervised-instance-segmentation-onCIM + Mask R-CNN#2mAP@0.5: 55.5mAP@0.25: 67.8mAP@0.7: 36.6mAP@0.75: 31.1
weakly-supervised-instance-segmentation-onCIM + Mask R-CNN#3mAP@0.25: 68.7mAP@0.5: 55.9mAP@0.75: 30.9