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9.22k
Panoptic Segmentation
COCO test-dev
CMT-DeepLab (single-scale)
https://arxiv.org/abs/2206.08948v1
PQth
61.6
Panoptic Segmentation
COCO test-dev
K-Net (Swin-L)
https://arxiv.org/abs/2106.14855v2
PQ
55.2
Panoptic Segmentation
COCO test-dev
K-Net (Swin-L)
https://arxiv.org/abs/2106.14855v2
PQst
46.2
Panoptic Segmentation
COCO test-dev
K-Net (Swin-L)
https://arxiv.org/abs/2106.14855v2
PQth
61.2
Panoptic Segmentation
COCO test-dev
MaskConver (ResNet50, single-scale)
https://arxiv.org/abs/2312.06052v1
PQ
53.6
Panoptic Segmentation
COCO test-dev
MaskConver (ResNet50, single-scale)
https://arxiv.org/abs/2312.06052v1
PQst
58.9
Panoptic Segmentation
COCO test-dev
MaskConver (ResNet50, single-scale)
https://arxiv.org/abs/2312.06052v1
PQth
45.6
Panoptic Segmentation
COCO test-dev
MaskFormer (Swin-L)
https://arxiv.org/abs/2107.06278v2
PQ
53.3
Panoptic Segmentation
COCO test-dev
MaskFormer (Swin-L)
https://arxiv.org/abs/2107.06278v2
PQst
44.5
Panoptic Segmentation
COCO test-dev
MaskFormer (Swin-L)
https://arxiv.org/abs/2107.06278v2
PQth
59.1
Panoptic Segmentation
COCO test-dev
Panoptic FCN* (Swin-L)
https://arxiv.org/abs/2012.00720v2
PQ
52.7
Panoptic Segmentation
COCO test-dev
Panoptic FCN* (Swin-L)
https://arxiv.org/abs/2012.00720v2
PQth
59.4
Panoptic Segmentation
COCO test-dev
REFINE (ResNeXt-101-DCN)
https://sites.google.com/view/refine-aaai2021/home
PQ
51.5
Panoptic Segmentation
COCO test-dev
REFINE (ResNeXt-101-DCN)
https://sites.google.com/view/refine-aaai2021/home
PQst
39.2
Panoptic Segmentation
COCO test-dev
REFINE (ResNeXt-101-DCN)
https://sites.google.com/view/refine-aaai2021/home
PQth
59.6
Panoptic Segmentation
COCO test-dev
MaX-DeepLab-L (single-scale)
https://arxiv.org/abs/2012.00759v3
PQ
51.3
Panoptic Segmentation
COCO test-dev
MaX-DeepLab-L (single-scale)
https://arxiv.org/abs/2012.00759v3
PQst
42.4
Panoptic Segmentation
COCO test-dev
MaX-DeepLab-L (single-scale)
https://arxiv.org/abs/2012.00759v3
PQth
57.2
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (ResNet-101)
https://arxiv.org/abs/2109.03814v4
PQ
50.9
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (ResNet-101)
https://arxiv.org/abs/2109.03814v4
PQst
43.0
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (ResNet-101)
https://arxiv.org/abs/2109.03814v4
PQth
56.2
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (ResNet-50)
https://arxiv.org/abs/2109.03814v4
PQ
50.2
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (ResNet-50)
https://arxiv.org/abs/2109.03814v4
PQst
42.4
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (ResNet-50)
https://arxiv.org/abs/2109.03814v4
PQth
55.3
Panoptic Segmentation
COCO test-dev
DetectoRS (ResNeXt-101-64x4d, multi-scale)
https://arxiv.org/abs/2006.02334v2
PQ
50
Panoptic Segmentation
COCO test-dev
DetectoRS (ResNeXt-101-64x4d, multi-scale)
https://arxiv.org/abs/2006.02334v2
PQst
37.2
Panoptic Segmentation
COCO test-dev
DetectoRS (ResNeXt-101-64x4d, multi-scale)
https://arxiv.org/abs/2006.02334v2
PQth
58.5
Panoptic Segmentation
COCO test-dev
REFINE (ResNet-101-DCN)
https://sites.google.com/view/refine-aaai2021/home
PQ
49.6
Panoptic Segmentation
COCO test-dev
REFINE (ResNet-101-DCN)
https://sites.google.com/view/refine-aaai2021/home
PQst
37.7
Panoptic Segmentation
COCO test-dev
REFINE (ResNet-101-DCN)
https://sites.google.com/view/refine-aaai2021/home
PQth
57.5
Panoptic Segmentation
COCO test-dev
SpatialFlow(ResNet-101-FPN)
https://arxiv.org/abs/1910.08787v3
PQ
48.5
Panoptic Segmentation
COCO test-dev
SpatialFlow(ResNet-101-FPN)
https://arxiv.org/abs/1910.08787v3
PQst
37.9
Panoptic Segmentation
COCO test-dev
SpatialFlow(ResNet-101-FPN)
https://arxiv.org/abs/1910.08787v3
PQth
55.5
Panoptic Segmentation
COCO test-dev
Ada-Segment (ResNet-101-DCN)
https://arxiv.org/abs/2012.03603v1
PQ
48.5
Panoptic Segmentation
COCO test-dev
Ada-Segment (ResNet-101-DCN)
https://arxiv.org/abs/2012.03603v1
PQst
37.6
Panoptic Segmentation
COCO test-dev
Ada-Segment (ResNet-101-DCN)
https://arxiv.org/abs/2012.03603v1
PQth
55.7
Panoptic Segmentation
COCO test-dev
K-Net (R101-FPN-DCN)
https://arxiv.org/abs/2106.14855v2
PQ
48.3
Panoptic Segmentation
COCO test-dev
K-Net (R101-FPN-DCN)
https://arxiv.org/abs/2106.14855v2
PQst
39.7
Panoptic Segmentation
COCO test-dev
K-Net (R101-FPN-DCN)
https://arxiv.org/abs/2106.14855v2
PQth
54
Panoptic Segmentation
COCO test-dev
SOGNet (ResNet-101-FPN)
https://arxiv.org/abs/1911.07527v1
PQ
47.8
Panoptic Segmentation
COCO test-dev
Panoptic FCN*++ (DCN-101-FPN)
https://arxiv.org/abs/2012.00720v2
PQ
47.5
Panoptic Segmentation
COCO test-dev
Panoptic FCN*++ (DCN-101-FPN)
https://arxiv.org/abs/2012.00720v2
PQst
38.2
Panoptic Segmentation
COCO test-dev
Panoptic FCN*++ (DCN-101-FPN)
https://arxiv.org/abs/2012.00720v2
PQth
53.7
Panoptic Segmentation
COCO test-dev
UPSNet (ResNet-101-FPN)
http://arxiv.org/abs/1901.03784v2
PQ
46.6
Panoptic Segmentation
COCO test-dev
UPSNet (ResNet-101-FPN)
http://arxiv.org/abs/1901.03784v2
PQst
36.7
Panoptic Segmentation
COCO test-dev
UPSNet (ResNet-101-FPN)
http://arxiv.org/abs/1901.03784v2
PQth
53.2
Panoptic Segmentation
COCO test-dev
OCFusion (ResNeXt-101-FPN)
https://arxiv.org/abs/1906.05896v4
PQ
46.6
Panoptic Segmentation
COCO test-dev
OCFusion (ResNeXt-101-FPN)
https://arxiv.org/abs/1906.05896v4
PQst
35.7
Panoptic Segmentation
COCO test-dev
OCFusion (ResNeXt-101-FPN)
https://arxiv.org/abs/1906.05896v4
PQth
54.0
Panoptic Segmentation
COCO test-dev
Panoptic-DeepLab (SWideRNet-[1, 1, 4], multi-scale)
https://arxiv.org/abs/2011.11675v2
PQ
46.5
Panoptic Segmentation
COCO test-dev
Panoptic-DeepLab (SWideRNet-[1, 1, 4], multi-scale)
https://arxiv.org/abs/2011.11675v2
PQst
38.2
Panoptic Segmentation
COCO test-dev
Panoptic-DeepLab (SWideRNet-[1, 1, 4], multi-scale)
https://arxiv.org/abs/2011.11675v2
PQth
52.0
Panoptic Segmentation
COCO test-dev
AUNet (ResNext-152-FPN)
http://arxiv.org/abs/1812.03904v2
PQ
46.5
Panoptic Segmentation
COCO test-dev
AUNet (ResNext-152-FPN)
http://arxiv.org/abs/1812.03904v2
PQst
32.5
Panoptic Segmentation
COCO test-dev
AUNet (ResNext-152-FPN)
http://arxiv.org/abs/1812.03904v2
PQth
55.8
Panoptic Segmentation
COCO test-dev
AUNet (ResNet-152-FPN)
http://arxiv.org/abs/1812.03904v2
PQ
45.5
Panoptic Segmentation
COCO test-dev
AUNet (ResNet-152-FPN)
http://arxiv.org/abs/1812.03904v2
PQst
31.6
Panoptic Segmentation
COCO test-dev
AUNet (ResNet-152-FPN)
http://arxiv.org/abs/1812.03904v2
PQth
54.7
Panoptic Segmentation
COCO test-dev
AUNet (ResNet-101-FPN)
http://arxiv.org/abs/1812.03904v2
PQ
45.2
Panoptic Segmentation
COCO test-dev
AUNet (ResNet-101-FPN)
http://arxiv.org/abs/1812.03904v2
PQst
31.3
Panoptic Segmentation
COCO test-dev
AUNet (ResNet-101-FPN)
http://arxiv.org/abs/1812.03904v2
PQth
54.4
Panoptic Segmentation
COCO test-dev
Axial-DeepLab-L (multi-scale)
https://arxiv.org/abs/2003.07853v2
PQ
44.2
Panoptic Segmentation
COCO test-dev
Axial-DeepLab-L (multi-scale)
https://arxiv.org/abs/2003.07853v2
PQst
36.8
Panoptic Segmentation
COCO test-dev
Axial-DeepLab-L (multi-scale)
https://arxiv.org/abs/2003.07853v2
PQth
49.2
Panoptic Segmentation
COCO test-dev
Axial-DeepLab-L
https://arxiv.org/abs/2003.07853v2
PQ
43.6
Panoptic Segmentation
COCO test-dev
Axial-DeepLab-L
https://arxiv.org/abs/2003.07853v2
PQst
35.6
Panoptic Segmentation
COCO test-dev
Axial-DeepLab-L
https://arxiv.org/abs/2003.07853v2
PQth
48.9
Panoptic Segmentation
COCO test-dev
AdaptIS (ResNeXt-101)
https://arxiv.org/abs/1909.07829v1
PQ
42.8
Panoptic Segmentation
COCO test-dev
AdaptIS (ResNeXt-101)
https://arxiv.org/abs/1909.07829v1
PQst
31.8
Panoptic Segmentation
COCO test-dev
AdaptIS (ResNeXt-101)
https://arxiv.org/abs/1909.07829v1
PQth
50.1
Panoptic Segmentation
COCO test-dev
Panoptic-DeepLab (Xception-71)
https://arxiv.org/abs/1911.10194v3
PQ
41.4
Panoptic Segmentation
COCO test-dev
Panoptic-DeepLab (Xception-71)
https://arxiv.org/abs/1911.10194v3
PQst
35.9
Panoptic Segmentation
COCO test-dev
Panoptic-DeepLab (Xception-71)
https://arxiv.org/abs/1911.10194v3
PQth
45.1
Panoptic Segmentation
COCO test-dev
Panoptic FPN
http://arxiv.org/abs/1901.02446v2
PQ
40.9
Panoptic Segmentation
COCO test-dev
Panoptic FPN
http://arxiv.org/abs/1901.02446v2
PQst
29.7
Panoptic Segmentation
COCO test-dev
Panoptic FPN
http://arxiv.org/abs/1901.02446v2
PQth
48.3
Panoptic Segmentation
COCO test-dev
TASCNet
https://arxiv.org/abs/1812.01192v2
PQ
40.7
Panoptic Segmentation
COCO test-dev
TASCNet
https://arxiv.org/abs/1812.01192v2
PQst
31.0
Panoptic Segmentation
COCO test-dev
TASCNet
https://arxiv.org/abs/1812.01192v2
PQth
47.0
Panoptic Segmentation
COCO test-dev
EPSNet (ResNet-101-FPN)
https://arxiv.org/abs/2003.10142v3
PQ
38.9
Panoptic Segmentation
COCO test-dev
EPSNet (ResNet-101-FPN)
https://arxiv.org/abs/2003.10142v3
PQst
31.0
Panoptic Segmentation
COCO test-dev
EPSNet (ResNet-101-FPN)
https://arxiv.org/abs/2003.10142v3
PQth
44.1
Panoptic Segmentation
COCO test-dev
COPS (ResNet-50)
https://arxiv.org/abs/2106.03188v3
PQ
38.5
Panoptic Segmentation
COCO test-dev
COPS (ResNet-50)
https://arxiv.org/abs/2106.03188v3
PQst
34.8
Panoptic Segmentation
COCO test-dev
COPS (ResNet-50)
https://arxiv.org/abs/2106.03188v3
PQth
41.0
Panoptic Segmentation
COCO test-dev
PCV (ResNet-50)
https://arxiv.org/abs/2004.01849v1
PQ
37.7
Panoptic Segmentation
COCO test-dev
PCV (ResNet-50)
https://arxiv.org/abs/2004.01849v1
PQst
33.1
Panoptic Segmentation
COCO test-dev
PCV (ResNet-50)
https://arxiv.org/abs/2004.01849v1
PQth
40.7
Panoptic Segmentation
COCO test-dev
GES Net
https://arxiv.org/abs/1908.09108v4
PQ
33.7
Panoptic Segmentation
COCO test-dev
GES Net
https://arxiv.org/abs/1908.09108v4
PQst
31.5
Panoptic Segmentation
COCO test-dev
GES Net
https://arxiv.org/abs/1908.09108v4
PQth
35.1
Panoptic Segmentation
COCO test-dev
JSIS-Net
http://arxiv.org/abs/1809.02110v2
PQ
27.2
Panoptic Segmentation
COCO test-dev
JSIS-Net
http://arxiv.org/abs/1809.02110v2
PQst
23.4
Panoptic Segmentation
COCO test-dev
JSIS-Net
http://arxiv.org/abs/1809.02110v2
PQth
29.6
Panoptic Segmentation
ADE20K val
OneFormer (InternImage-H, emb_dim=256, single-scale, 896x896)
https://arxiv.org/abs/2211.06220v2
PQ
54.5
Panoptic Segmentation
ADE20K val
OneFormer (InternImage-H, emb_dim=256, single-scale, 896x896)
https://arxiv.org/abs/2211.06220v2
AP
40.2
Panoptic Segmentation
ADE20K val
OneFormer (InternImage-H, emb_dim=256, single-scale, 896x896)
https://arxiv.org/abs/2211.06220v2
mIoU
60.4
Panoptic Segmentation
ADE20K val
ViT-P (OneFormer, DiNAT-L, single-scale, 1280x1280, COCO_pretrain)
https://arxiv.org/abs/2505.19795v1
PQ
54.0
Panoptic Segmentation
ADE20K val
OpenSeed(SwinL, single scale, 1280x1280)
https://arxiv.org/abs/2303.08131v3
PQ
53.7
Panoptic Segmentation
ADE20K val
OneFormer (DiNAT-L, single-scale, 1280x1280, COCO-Pretrain)
https://arxiv.org/abs/2211.06220v2
PQ
53.4