Instance Segmentation on COCO minival

Metric: APS (higher is better)

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#	Model↕	APS▼	Extra Data	Paper	Date↕	Code
1	Co-DETR	38.9	Yes	DETRs with Collaborative Hybrid Assignments Trai...	2022-11-22	Code
2	InternImage-H	37.9	Yes	InternImage: Exploring Large-Scale Vision Founda...	2022-11-10	Code
3	EVA	37.6	Yes	EVA: Exploring the Limits of Masked Visual Repre...	2022-11-14	Code
4	Mask Frozen-DETR	37.2	Yes	Mask Frozen-DETR: High Quality Instance Segmenta...	2023-08-07	-
5	QueryInst (single scale)	30.8	No	Instances as Queries	2021-05-05	Code
6	R3-CNN (ResNet-50-FPN, GC-Net)	22.6	No	Recursively Refined R-CNN: Instance Segmentation...	2021-04-03	Code
7	R3-CNN (ResNet-50-FPN, DCN)	22.3	No	Recursively Refined R-CNN: Instance Segmentation...	2021-04-03	Code
8	R3-CNN (ResNet-50-FPN, GRoIE)	20.7	No	Recursively Refined R-CNN: Instance Segmentation...	2021-04-03	Code
9	R3-CNN (ResNet-50-FPN)	20.4	No	Recursively Refined R-CNN: Instance Segmentation...	2021-04-03	Code
10	GCnet (ResNet-50-FPN, GRoIE)	20.2	No	A novel Region of Interest Extraction Layer for ...	2020-04-28	Code
11	Mask R-CNN (FPN, X-volution, SA)	19.2	No	X-volution: On the unification of convolution an...	2021-06-04	-
12	Mask R-CNN (ResNet-50-FPN, GRoIE)	19.1	No	A novel Region of Interest Extraction Layer for ...	2020-04-28	Code
13	Mask R-CNN-FPN (ResNeXt-101, GN+WS)	18.32	No	Micro-Batch Training with Batch-Channel Normaliz...	2019-03-25	Code
14	Faster R-CNN (Res2Net-50)	15.7	No	Res2Net: A New Multi-scale Backbone Architecture	2019-04-02	Code