Weakly-supervised instance segmentation on COCO test-dev

7개 결과 · ⬇ CSV · JSON

Rank	Model	AP	AP@50	AP@75	AP@S	AP@M	AP@L	Paper	Code	Year
1	DiscoBox (ResNeXt-101-DCN-FPN)	37.9	61.4	40.0	18.0	41.1	53.9	DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision	NVlabs/DiscoBox · voidrank/DiscoBox · voidrank/SCOT	2021
2	DiscoBox (ResNet-101-DCN-FPN)	35.8	59.8	36.4	16.9	38.7	52.1	DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision	NVlabs/DiscoBox · voidrank/DiscoBox · voidrank/SCOT	2021
3	BoxInst (ResNet-101-DCN-BiFPN)	35.0	59.3	35.6	17.1	37.2	48.9	BoxInst: High-Performance Instance Segmentation with Box Annotations	aim-uofa/adet · aim-uofa/AdelaiDet	2020
4	BoxInst (ResNet-101-BiFPN)	33.9	57.7	34.5	16.5	36.1	46.6	BoxInst: High-Performance Instance Segmentation with Box Annotations	aim-uofa/adet · aim-uofa/AdelaiDet	2020
5	BoxInst (ResNet-101-FPN)	33.2	56.5	33.6	16.2	35.3	45.1	BoxInst: High-Performance Instance Segmentation with Box Annotations	aim-uofa/adet · aim-uofa/AdelaiDet	2020
6	BoxInst (ResNet-50-FPN)	32.1	55.1	32.4	15.6	34.3	43.5	BoxInst: High-Performance Instance Segmentation with Box Annotations	aim-uofa/adet · aim-uofa/AdelaiDet	2020
7	DiscoBox (ResNet-50-FPN)	32.0	53.6	32.6	11.7	33.7	48.4	DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision	NVlabs/DiscoBox · voidrank/DiscoBox · voidrank/SCOT	2021