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Instance Segmentation on COCO (test-dev)

58.4APM

Mask Frozen-DINO-DETR

Updated 3d ago

Evaluation Results

Method
Mask Frozen-DINO-DETR 2023.08	58.4	-	-	-	37.8	70.4	55.3	-	-	-	79.3	61.4
FastInst-D3 2023.03	57.9	40.5	62.6	42.9	11.9	76.7	-	-	-	-	-	-
FastInst-D3 2023.03	57.1	39.9	61.5	42.3	11.4	76.6	-	-	-	-	-	-
Mask2Former 2023.03	56.3	39.5	61.7	41.6	11.2	75.8	-	-	-	-	-	-
FastInst-D3 2023.03	56.2	38.6	60.2	40.6	10.8	75.2	-	-	-	-	-	-
FastInst-D1 2023.03	55.8	38.3	60.2	40.5	10.7	74.8	-	-	-	-	-	-
Mask2Former 2023.03	54.9	38	60.3	39.8	10.8	74.3	-	-	-	-	-	-
FastInst-D1 2023.03	54.9	38	59.7	39.9	10	74.5	-	-	-	-	-	-
Mask2Former 2023.08	53.8	-	-	-	29.1	71.2	50.5	-	-	-	74.9	54.9
ViT-Adapter-L 2022.05	53	-	-	-	-	-	-	-	-	-	-	-
FastInst-D1 2023.03	53	35.6	56.7	37.2	8.8	72.8	-	-	-	-	-	-
SwinV2-L 2022.05	52.7	-	-	-	-	-	-	-	-	-	-	-
SOIT 2023.08	52.7	-	-	-	30.2	65.2	49.2	-	-	-	74.3	53.5
QueryInst 2022.12	52.6	48.9	-	-	30.8	68.3	-	-	-	-	-	-
CB-Swin-L 2022.05	52.3	-	-	-	-	-	-	-	-	-	-	-
QueryInst 2023.08	51.8	-	-	-	31.5	63.2	49.1	-	-	-	74.2	53.8
DiffusionInst 2022.12	51.5	48.3	-	-	29.6	64	-	-	-	-	-	-
Focal-L 2021.07	51.3	-	-	-	-	-	-	-	-	-	-	-
Swin-L 2021.07	51.1	-	-	-	-	-	-	-	-	-	-	-
DetectoRS 2020.06	50.9	-	72	53.3	31.6	61.5	48.5	-	-	-	-	-
DetectoRS 2021.04	50.9	48.5	72	53.3	31.6	61.5	-	-	-	-	-	-
DiffusionInst 2022.12	50.5	47.6	-	-	28.3	63.4	-	-	-	-	-	-
Swin-L 2021.07	50.2	-	-	-	-	-	-	-	-	-	-	-
SOLQ 2022.12	50.1	46.7	-	-	29.2	60.9	-	-	-	-	-	-
SOLQ 2023.08	50.1	-	-	-	29.2	60.9	46.7	-	-	-	-	-
DetectoRS 2020.06	49.5	-	71.1	51.6	30.3	59.6	47.1	-	-	-	-	-
Our Team 2017 2018.03	49.1	46.7	69.5	51.3	26	64	-	-	-	-	-	-
PANet 2018.03	49.1	46.7	69.5	51.3	26	64	-	-	-	-	-	-
DetectoRS 2020.06	48.7	-	69.2	50.1	27.4	59.6	45.8	-	-	-	-	-
DetectoRS 2020.06	48.3	-	69.8	50.1	29.2	58.2	45.8	-	-	-	-	-
DetectoRS 2020.06	47.5	-	67.7	48.3	25.6	58.3	44.4	-	-	-	-	-
Copy-paste 2021.07	47.4	-	-	-	-	-	-	-	-	-	-	-
HTC + DCN + multi-scale training 2020.06	47.2	-	67.8	48.1	25.3	58.7	44.2	-	-	-	-	-
HTC 2021.05	47.1	44	67.5	47.9	25.7	57.6	-	-	-	-	-	-
ResNeSt-200 2021.07	47.1	-	-	-	-	-	-	-	-	-	-	-
PANet 2018.03	46.5	44.4	67	48.5	23.6	62.2	-	-	-	-	-	-
Box2Mask-T 2022.12	45.9	42.4	70.2	43.3	22.1	62.9	-	-	-	-	-	-
GCNet* 2021.07	45.4	-	-	-	-	-	-	-	-	-	-	-
Panoptic SegFormer 2021.09	45.3	41.7	-	-	21.9	56.3	-	-	-	-	-	-
Box2Mask-T 2022.12	45.1	41.5	69.2	42.1	20.8	61.7	-	-	-	-	-	-
SOLOv2 2020.03	45	41.7	63.2	45.1	18	61.6	-	-	-	-	-	-
SOLOv2 2021.05	45	41.7	63.2	45.1	18	61.6	-	-	-	-	-	-
BoxTeacher 2022.10	44.9	40.6	65	42.5	23.4	54.2	-	-	-	-	-	-
HTC 2021.05	44.8	42.1	65.3	45.7	23.6	56	-	-	-	-	-	-
Mask Transfiner 2021.11	44.8	42.2	-	-	24.1	55.4	-	-	-	-	-	-
Mask Transfiner 2021.11	44.8	42.2	-	-	24.1	55.4	-	6.1	-	-	-	-
PANet 2021.05	44.7	42	65.1	45.7	22.4	58.1	-	-	-	-	-	-
Mask Transfiner 2021.11	44.6	41.6	-	-	24.2	55.2	-	-	-	-	-	-
PANet 2018.03	44.4	42	63.5	46	21.8	58.1	-	-	-	-	-	-
DiffusionInst 2022.12	44.3	41.5	-	-	22.9	55.2	-	-	-	-	-	-
HTC 2021.11	44.2	41.7	-	-	23.3	53.8	-	2.1	-	-	-	-
BlendMask* +deform convs (interval = 3) 2020.01	44.1	41.3	63.1	44.6	22.7	54.5	-	-	-	-	-	-
HTC 2020.06	44	-	63.9	44.8	22.7	54.7	41.3	-	-	-	-	-
PointRend 2021.11	44	41.3	-	-	20.6	55.3	-	7.2	-	-	-	-
HTC 2019.01	43.9	-	63.9	44.7	22.8	54.6	41.2	-	-	-	-	-
HTC 2021.04	43.9	41.2	63.9	44.7	22.8	54.6	-	-	-	-	-	-
HTC 2021.05	43.9	41.2	63.9	44.7	22.8	54.6	-	-	-	-	-	-
HTC 2021.05	43.9	41.3	64	44.8	22.7	54.8	-	-	-	-	-	-
BCNet 2021.11	43.9	41.2	-	-	23.6	52.8	-	8.9	-	-	-	-
QueryInst 2022.12	43.9	41.7	64.4	45.3	24.2	53.9	-	-	-	-	-	-
QueryInst 2022.12	43.9	41.7	-	-	24.2	53.9	-	-	-	-	-	-
Panoptic SegFormer 2021.09	43.8	40.4	-	-	21.1	54.7	-	-	-	-	-	-
SOLQ 2022.12	43.8	40.9	-	-	22.5	54.6	-	-	-	-	-	-
D-SOLO 2019.12	43.6	40.5	62.4	43.7	17.7	59.3	-	-	-	-	-	-
HTC 2021.05	43.5	40.8	63.6	44.1	22.3	54.4	-	-	-	-	-	-
Standard Transformer 2021.11	43.5	41.3	-	-	23.4	53.2	-	1.4	-	-	-	-
SOLO +deform convs 2020.01	43.3	40.4	62.7	43.3	17.6	58.9	-	-	-	-	-	-
HTC 2020.06	43.3	-	63.2	44.1	22	54.2	40.7	-	-	-	-	-
K-Net-N256 2021.06	43.3	40.6	63.3	43.7	18.8	59	-	-	-	-	-	-
K-Net-N256 2023.08	43.3	-	-	-	18.8	59	40.6	-	-	-	63.3	43.7
D2Det 2020.07	43	40.2	61.5	43.7	21.7	54	-	-	-	-	-	-
SOLOv2 2021.06	43	39.5	60.8	42.6	16.7	57.4	-	-	-	-	-	-
SOLOv2 2020.03	42.9	39.7	60.7	42.9	17.3	57.4	-	-	-	-	-	-
SOLOv2 2022.12	42.9	39.7	60.7	42.9	17.3	57.4	-	-	-	-	-	-
SOLOv2 2022.12	42.9	39.7	-	-	17.3	57.4	-	-	-	-	-	-
SOLOv2 2022.10	42.9	39.7	60.7	42.9	17.3	57.4	-	-	-	-	-	-
SOLOv2 2023.03	42.9	39.7	60.7	42.9	17.3	57.4	-	-	-	-	-	-
Cascade Mask R-CNN 2019.01	42.8	-	62.7	43.4	22	52.9	40.1	-	-	-	-	-
Mask Transfiner 2021.11	42.8	40.7	-	-	23.1	53.8	-	-	-	-	-	-
Mask R-CNN 2021.11	42.8	39.4	-	-	18.6	54.5	-	9.6	-	-	-	-
K-Net 2021.06	42.7	40.1	62.8	43.1	18.7	58.8	-	-	-	-	-	-
MS R-CNN 2021.11	42.7	39.6	-	-	18.9	55.1	-	-	-	-	-	-
Mask Scoring R-CNN 2021.11	42.7	39.6	-	-	18.9	55.1	-	9.2	-	-	-	-
K-Net 2022.12	42.7	40.1	62.8	43.1	18.7	58.8	-	-	-	-	-	-
PointRend 2021.11	42.6	39.6	-	-	19.8	53.7	-	-	-	-	-	-
Cascade Mask R-CNN 2021.11	42.6	41.5	-	-	22.1	54.2	-	4.8	-	-	-	-
Cascade R-CNN + InstaBoost (map guided) 2019.08	42.5	39.5	61.4	42.9	21.2	52.1	-	-	-	-	-	-
SOLQ 2021.11	42.5	39.7	-	-	21.5	53.1	-	-	-	-	-	-
SOLQ 2021.09	42.5	39.7	-	-	21.5	53.1	-	-	-	-	-	-
QueryInst 2021.09	42.5	40.6	-	-	23.4	52.8	-	-	-	-	-	-
SOLQ 2022.12	42.5	39.7	-	-	21.5	53.1	-	-	-	-	-	-
HTC 2021.05	42.4	39.8	62.3	43	21.6	52.8	-	-	-	-	-	-
BCNet 2021.11	42.4	39.8	-	-	22.7	51.1	-	-	-	-	-	-
PANet 2021.05	42.3	40	62.8	43.1	18.8	57.2	-	-	-	-	-	-
Mask Transfiner 2021.11	42.3	40.5	-	-	22.8	52.5	-	-	-	-	-	-
PANet 2018.03	42.2	39.5	62	42.8	19.8	54.7	-	-	-	-	-	-
HTC 2019.01	42.2	-	61.8	43.1	21	53.5	39.7	-	-	-	-	-
BlendMask* 2020.01	42.2	39.6	61.6	42.6	22.1	51.4	-	-	-	-	-	-
HTC 2020.07	42.2	39.7	61.8	43.1	21	53.5	-	-	-	-	-	-
LSNet 2021.04	42.2	40.2	66.2	42.1	25.8	51	-	-	-	-	-	-

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