Instance Segmentation on COCO test-dev

Metric: AP50 (higher is better)

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#	Model↕	AP50▼	Extra Data	Paper	Date↕	Code
1	InternImage-H	80.8	Yes	InternImage: Exploring Large-Scale Vision Founda...	2022-11-10	Code
2	CBNetV2 (EVA02, single-scale)	80.3	Yes	CBNet: A Composite Backbone Network Architecture...	2021-07-01	Code
3	Co-DETR	80.2	Yes	DETRs with Collaborative Hybrid Assignments Trai...	2022-11-22	Code
4	EVA	80	Yes	EVA: Exploring the Limits of Masked Visual Repre...	2022-11-14	Code
5	Mask Frozen-DETR	79.3	Yes	Mask Frozen-DETR: High Quality Instance Segmenta...	2023-08-07	-
6	UNINEXT-H	76.2	Yes	Universal Instance Perception as Object Discover...	2023-03-12	Code
7	Focal-L (HTC++, multi-scale)	75.4	No	Focal Self-attention for Local-Global Interactio...	2021-07-01	Code
8	Mask2Former (Swin-L, single scale)	74.9	No	Masked-attention Mask Transformer for Universal ...	2021-12-02	Code
9	QueryInst (single scale)	74.2	No	Instances as Queries	2021-05-05	Code
10	DetectoRS (ResNeXt-101-64x4d, multi-scale)	72	No	DetectoRS: Detecting Objects with Recursive Feat...	2020-06-03	Code
11	DetectoRS (ResNeXt-101-32x4d, multi-scale)	71.1	No	DetectoRS: Detecting Objects with Recursive Feat...	2020-06-03	Code
12	ResNeSt-200 (multi-scale)	70.2	No	ResNeSt: Split-Attention Networks	2020-04-19	Code
13	GCNet (ResNeXt-101 + DCN + cascade + GC r4)	68.9	No	Global Context Networks	2020-12-24	Code
14	CenterMask + VoVNetV2-99 (multi-scale)	66.2	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
15	PolarMask++ (ResNeXt-101-DCN)	64.1	Yes	PolarMask++: Enhanced Polar Representation for S...	2021-05-05	Code
16	K-Net-N256 (ResNet-101)	63.3	No	K-Net: Towards Unified Image Segmentation	2021-06-28	Code
17	SOLOv2(Res-DCN-101-FPN)	63.2	No	SOLOv2: Dynamic and Fast Instance Segmentation	2020-03-23	Code
18	BlendMask (ResNet-101 + DCN interval=3)	63.1	No	BlendMask: Top-Down Meets Bottom-Up for Instance...	2020-01-02	Code
19	K-Net (ResNet-101)	62.8	No	K-Net: Towards Unified Image Segmentation	2021-06-28	Code
20	SOLO(Res-DCN-101-FPN)	62.7	No	SOLO: Segmenting Objects by Locations	2019-12-10	Code
21	CenterMask + VoVNetV2-99 (single-scale)	62.3	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
22	ISDA (ours)	62	No	ISDA: Position-Aware Instance Segmentation with ...	2022-02-23	Code
23	D2Det (ResNet-101, single-scale test)	61.5	No	-	-	Code
24	BCNet(ResNet-101-FPN + Faster RCNN)	61.5	No	Deep Occlusion-Aware Instance Segmentation with ...	2021-03-23	Code
25	CenterMask + X101-32x8d (single-scale)	61.2	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
26	BCNet(ResNet-101-FPN + FCOS)	61.2	No	Deep Occlusion-Aware Instance Segmentation with ...	2021-03-23	Code
27	CPMask	60.8	No	Commonality-Parsing Network across Shape and App...	2020-07-24	Code
28	CenterMask + VoVNetV2-57 (single-scale)	60.8	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
29	SipMask (ResNet-101, single-scale test)	60.2	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
30	Mask R-CNN (ResNeXt-101-FPN)	60	No	Mask R-CNN	2017-03-20	Code
31	EmbedMask(R-101-FPN)	59.1	No	EmbedMask: Embedding Coupling for One-stage Inst...	2019-12-04	Code
32	VirTex Mask R-CNN (ResNet-50-FPN)	58.4	No	VirTex: Learning Visual Representations from Tex...	2020-06-11	Code
33	E2EC DLA-34	52.9	No	E2EC: An End-to-End Contour-based Method for Hig...	2022-03-08	Code