Instance Segmentation on COCO test-dev

Metric: AP75 (higher is better)

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#	Model↕	AP75▼	Extra Data	Paper	Date↕	Code
1	Co-DETR	63.4	Yes	DETRs with Collaborative Hybrid Assignments Trai...	2022-11-22	Code
2	InternImage-H	62.2	Yes	InternImage: Exploring Large-Scale Vision Founda...	2022-11-10	Code
3	CBNetV2 (EVA02, single-scale)	62.1	Yes	CBNet: A Composite Backbone Network Architecture...	2021-07-01	Code
4	Mask Frozen-DETR	61.4	Yes	Mask Frozen-DETR: High Quality Instance Segmenta...	2023-08-07	-
5	UNINEXT-H	56.7	Yes	Universal Instance Perception as Object Discover...	2023-03-12	Code
6	Focal-L (HTC++, multi-scale)	56.5	No	Focal Self-attention for Local-Global Interactio...	2021-07-01	Code
7	Mask2Former (Swin-L, single scale)	54.9	No	Masked-attention Mask Transformer for Universal ...	2021-12-02	Code
8	QueryInst (single scale)	53.8	No	Instances as Queries	2021-05-05	Code
9	DetectoRS (ResNeXt-101-64x4d, multi-scale)	53.3	No	DetectoRS: Detecting Objects with Recursive Feat...	2020-06-03	Code
10	DetectoRS (ResNeXt-101-32x4d, multi-scale)	51.6	No	DetectoRS: Detecting Objects with Recursive Feat...	2020-06-03	Code
11	ResNeSt-200 (multi-scale)	51.5	No	ResNeSt: Split-Attention Networks	2020-04-19	Code
12	GCNet (ResNeXt-101 + DCN + cascade + GC r4)	49.6	No	Global Context Networks	2020-12-24	Code
13	CenterMask + VoVNetV2-99 (multi-scale)	47.4	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
14	SOLOv2(Res-DCN-101-FPN)	45.1	No	SOLOv2: Dynamic and Fast Instance Segmentation	2020-03-23	Code
15	BlendMask (ResNet-101 + DCN interval=3)	44.6	No	BlendMask: Top-Down Meets Bottom-Up for Instance...	2020-01-02	Code
16	CenterMask + VoVNetV2-99 (single-scale)	44.1	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
17	D2Det (ResNet-101, single-scale test)	43.7	No	-	-	Code
18	SOLO(Res-DCN-101-FPN)	43.3	No	SOLO: Segmenting Objects by Locations	2019-12-10	Code
19	BCNet(ResNet-101-FPN + Faster RCNN)	43.1	No	Deep Occlusion-Aware Instance Segmentation with ...	2021-03-23	Code
20	CenterMask + X101-32x8d (single-scale)	42.9	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
21	BCNet(ResNet-101-FPN + FCOS)	42.7	No	Deep Occlusion-Aware Instance Segmentation with ...	2021-03-23	Code
22	CPMask	42.2	No	Commonality-Parsing Network across Shape and App...	2020-07-24	Code
23	ISDA (ours)	41.1	No	ISDA: Position-Aware Instance Segmentation with ...	2022-02-23	Code
24	SipMask (ResNet-101, single-scale test)	40.8	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
25	EmbedMask(R-101-FPN)	40.3	No	EmbedMask: Embedding Coupling for One-stage Inst...	2019-12-04	Code
26	PolarMask++ (ResNeXt-101-DCN)	40	Yes	PolarMask++: Enhanced Polar Representation for S...	2021-05-05	Code
27	VirTex Mask R-CNN (ResNet-50-FPN)	39.7	No	VirTex: Learning Visual Representations from Tex...	2020-06-11	Code
28	Mask R-CNN (ResNeXt-101-FPN)	39.4	No	Mask R-CNN	2017-03-20	Code
29	E2EC DLA-34	35.9	No	E2EC: An End-to-End Contour-based Method for Hig...	2022-03-08	Code