Instance Segmentation on COCO test-dev

Metric: APL (higher is better)

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#	Model↕	APL▼	Extra Data	Paper	Date↕	Code
1	EVA	72.4	Yes	EVA: Exploring the Limits of Masked Visual Repre...	2022-11-14	Code
2	Co-DETR	72	Yes	DETRs with Collaborative Hybrid Assignments Trai...	2022-11-22	Code
3	Mask2Former (Swin-L, single scale)	71.2	No	Masked-attention Mask Transformer for Universal ...	2021-12-02	Code
4	CBNetV2 (EVA02, single-scale)	70.9	Yes	CBNet: A Composite Backbone Network Architecture...	2021-07-01	Code
5	Mask Frozen-DETR	70.4	Yes	Mask Frozen-DETR: High Quality Instance Segmenta...	2023-08-07	-
6	InternImage-H	70.3	Yes	InternImage: Exploring Large-Scale Vision Founda...	2022-11-10	Code
7	UNINEXT-H	67.5	Yes	Universal Instance Perception as Object Discover...	2023-03-12	Code
8	Focal-L (HTC++, multi-scale)	64.2	No	Focal Self-attention for Local-Global Interactio...	2021-07-01	Code
9	QueryInst (single scale)	63.2	No	Instances as Queries	2021-05-05	Code
10	SOLOv2(Res-DCN-101-FPN)	61.6	No	SOLOv2: Dynamic and Fast Instance Segmentation	2020-03-23	Code
11	DetectoRS (ResNeXt-101-64x4d, multi-scale)	61.5	No	DetectoRS: Detecting Objects with Recursive Feat...	2020-06-03	Code
12	ResNeSt-200 (multi-scale)	60.6	No	ResNeSt: Split-Attention Networks	2020-04-19	Code
13	DetectoRS (ResNeXt-101-32x4d, multi-scale)	59.6	No	DetectoRS: Detecting Objects with Recursive Feat...	2020-06-03	Code
14	K-Net-N256 (ResNet-101)	59	No	K-Net: Towards Unified Image Segmentation	2021-06-28	Code
15	SOLO(Res-DCN-101-FPN)	58.9	No	SOLO: Segmenting Objects by Locations	2019-12-10	Code
16	K-Net (ResNet-101)	58.8	No	K-Net: Towards Unified Image Segmentation	2021-06-28	Code
17	CenterMask + VoVNetV2-99 (single-scale)	57	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
18	ISDA (ResNet-50)	55.7	No	ISDA: Position-Aware Instance Segmentation with ...	2022-02-23	Code
19	BlendMask (ResNet-101 + DCN interval=3)	54.5	No	BlendMask: Top-Down Meets Bottom-Up for Instance...	2020-01-02	Code
20	CenterMask + VoVNet99	54.3	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
21	SipMask (ResNet-101, single-scale test)	54.3	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
22	D2Det (ResNet-101, single-scale test)	54	No	-	-	Code
23	Mask R-CNN (ResNeXt-101-FPN)	53.5	No	Mask R-CNN	2017-03-20	Code
24	ISTR (ResNet101-FPN-3x, single-scale)	52.3	No	ISTR: End-to-End Instance Segmentation with Tran...	2021-05-03	Code
25	PolarMask++ (ResNeXt-101-DCN)	52	Yes	PolarMask++: Enhanced Polar Representation for S...	2021-05-05	Code
26	BCNet(ResNet-101-FPN + Faster RCNN)	51.1	No	Deep Occlusion-Aware Instance Segmentation with ...	2021-03-23	Code
27	BCNet(ResNet-101-FPN + FCOS)	51	No	Deep Occlusion-Aware Instance Segmentation with ...	2021-03-23	Code
28	ISTR (ResNet50-FPN-3x, single-scale)	50.6	No	ISTR: End-to-End Instance Segmentation with Tran...	2021-05-03	Code
29	CPMask	50.1	No	Commonality-Parsing Network across Shape and App...	2020-07-24	Code