task_path
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1
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601
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9.22k
Panoptic Segmentation
COCO minival
ViT-Adapter-L (single-scale, BEiTv2 pretrain, Mask2Former)
https://arxiv.org/abs/2205.08534v4
AP
48.9
Panoptic Segmentation
COCO minival
Visual Attention Network (VAN-B6 + Mask2Former)
https://arxiv.org/abs/2202.09741v5
PQ
58.2
Panoptic Segmentation
COCO minival
Visual Attention Network (VAN-B6 + Mask2Former)
https://arxiv.org/abs/2202.09741v5
PQth
64.8
Panoptic Segmentation
COCO minival
Visual Attention Network (VAN-B6 + Mask2Former)
https://arxiv.org/abs/2202.09741v5
PQst
48.2
Panoptic Segmentation
COCO minival
kMaX-DeepLab (single-scale, pseudo-labels)
https://arxiv.org/abs/2207.04044v5
PQ
58.1
Panoptic Segmentation
COCO minival
kMaX-DeepLab (single-scale, pseudo-labels)
https://arxiv.org/abs/2207.04044v5
PQth
64.3
Panoptic Segmentation
COCO minival
kMaX-DeepLab (single-scale, pseudo-labels)
https://arxiv.org/abs/2207.04044v5
PQst
48.8
Panoptic Segmentation
COCO minival
HIPIE (ViT-H, single-scale)
https://arxiv.org/abs/2307.00764v2
PQ
58.1
Panoptic Segmentation
COCO minival
HIPIE (ViT-H, single-scale)
https://arxiv.org/abs/2307.00764v2
mIoU
66.8
Panoptic Segmentation
COCO minival
kMaX-DeepLab (single-scale, drop query with 256 queries)
https://arxiv.org/abs/2207.04044v5
PQ
58.0
Panoptic Segmentation
COCO minival
kMaX-DeepLab (single-scale, drop query with 256 queries)
https://arxiv.org/abs/2207.04044v5
PQth
64.2
Panoptic Segmentation
COCO minival
kMaX-DeepLab (single-scale, drop query with 256 queries)
https://arxiv.org/abs/2207.04044v5
PQst
48.6
Panoptic Segmentation
COCO minival
OneFormer (DiNAT-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQ
58.0
Panoptic Segmentation
COCO minival
OneFormer (DiNAT-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQth
64.3
Panoptic Segmentation
COCO minival
OneFormer (DiNAT-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQst
48.4
Panoptic Segmentation
COCO minival
OneFormer (DiNAT-L, single-scale)
https://arxiv.org/abs/2211.06220v2
AP
49.2
Panoptic Segmentation
COCO minival
OneFormer (DiNAT-L, single-scale)
https://arxiv.org/abs/2211.06220v2
mIoU
68.1
Panoptic Segmentation
COCO minival
kMaX-DeepLab (single-scale)
https://arxiv.org/abs/2207.04044v5
PQ
57.9
Panoptic Segmentation
COCO minival
kMaX-DeepLab (single-scale)
https://arxiv.org/abs/2207.04044v5
PQth
64.0
Panoptic Segmentation
COCO minival
kMaX-DeepLab (single-scale)
https://arxiv.org/abs/2207.04044v5
PQst
48.6
Panoptic Segmentation
COCO minival
OneFormer (Swin-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQ
57.9
Panoptic Segmentation
COCO minival
OneFormer (Swin-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQth
64.4
Panoptic Segmentation
COCO minival
OneFormer (Swin-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQst
48.0
Panoptic Segmentation
COCO minival
OneFormer (Swin-L, single-scale)
https://arxiv.org/abs/2211.06220v2
AP
49.0
Panoptic Segmentation
COCO minival
OneFormer (Swin-L, single-scale)
https://arxiv.org/abs/2211.06220v2
mIoU
67.4
Panoptic Segmentation
COCO minival
FocalNet-L (Mask2Former (200 queries))
https://arxiv.org/abs/2203.11926v3
PQ
57.9
Panoptic Segmentation
COCO minival
FocalNet-L (Mask2Former (200 queries))
https://arxiv.org/abs/2203.11926v3
AP
48.4
Panoptic Segmentation
COCO minival
Mask2Former (single-scale)
https://arxiv.org/abs/2112.01527v3
PQ
57.8
Panoptic Segmentation
COCO minival
Mask2Former (single-scale)
https://arxiv.org/abs/2112.01527v3
PQth
64.2
Panoptic Segmentation
COCO minival
Mask2Former (single-scale)
https://arxiv.org/abs/2112.01527v3
PQst
48.1
Panoptic Segmentation
COCO minival
Mask2Former (single-scale)
https://arxiv.org/abs/2112.01527v3
AP
48.6
Panoptic Segmentation
COCO minival
Panoptic SegFormer (single-scale)
https://arxiv.org/abs/2109.03814v4
PQ
55.8
Panoptic Segmentation
COCO minival
Panoptic SegFormer (single-scale)
https://arxiv.org/abs/2109.03814v4
PQth
61.7
Panoptic Segmentation
COCO minival
Panoptic SegFormer (single-scale)
https://arxiv.org/abs/2109.03814v4
PQst
46.9
Panoptic Segmentation
COCO minival
CMT-DeepLab (single-scale)
https://arxiv.org/abs/2206.08948v1
PQ
55.3
Panoptic Segmentation
COCO minival
CMT-DeepLab (single-scale)
https://arxiv.org/abs/2206.08948v1
PQth
61.0
Panoptic Segmentation
COCO minival
CMT-DeepLab (single-scale)
https://arxiv.org/abs/2206.08948v1
PQst
46.6
Panoptic Segmentation
COCO minival
MaskFormer (single-scale)
https://arxiv.org/abs/2107.06278v2
PQ
52.7
Panoptic Segmentation
COCO minival
MaskFormer (single-scale)
https://arxiv.org/abs/2107.06278v2
SQ
81.8
Panoptic Segmentation
COCO minival
MaskFormer (single-scale)
https://arxiv.org/abs/2107.06278v2
RQ
63.5
Panoptic Segmentation
COCO minival
MaskFormer (single-scale)
https://arxiv.org/abs/2107.06278v2
PQth
58.5
Panoptic Segmentation
COCO minival
MaskFormer (single-scale)
https://arxiv.org/abs/2107.06278v2
PQst
44.0
Panoptic Segmentation
COCO minival
MaX-DeepLab-L (single-scale)
https://arxiv.org/abs/2012.00759v3
PQ
51.1
Panoptic Segmentation
COCO minival
MaX-DeepLab-L (single-scale)
https://arxiv.org/abs/2012.00759v3
PQth
57.0
Panoptic Segmentation
COCO minival
MaX-DeepLab-L (single-scale)
https://arxiv.org/abs/2012.00759v3
PQst
42.2
Panoptic Segmentation
COCO minival
Panoptic SegFormer (ResNet-101)
https://arxiv.org/abs/2109.03814v4
PQ
50.6
Panoptic Segmentation
COCO minival
Panoptic SegFormer (ResNet-101)
https://arxiv.org/abs/2109.03814v4
PQth
55.5
Panoptic Segmentation
COCO minival
Panoptic SegFormer (ResNet-101)
https://arxiv.org/abs/2109.03814v4
PQst
43.2
Panoptic Segmentation
COCO minival
PanopticFPN+ResNeSt(single-scale)
https://arxiv.org/abs/2004.08955v2
PQ
47.9
Panoptic Segmentation
COCO minival
PanopticFPN+ResNeSt(single-scale)
https://arxiv.org/abs/2004.08955v2
PQth
55.1
Panoptic Segmentation
COCO minival
PanopticFPN+ResNeSt(single-scale)
https://arxiv.org/abs/2004.08955v2
PQst
37.0
Panoptic Segmentation
COCO minival
DETR-R101 (ResNet-101)
https://arxiv.org/abs/2005.12872v3
PQ
45.1
Panoptic Segmentation
COCO minival
DETR-R101 (ResNet-101)
https://arxiv.org/abs/2005.12872v3
SQ
79.9
Panoptic Segmentation
COCO minival
DETR-R101 (ResNet-101)
https://arxiv.org/abs/2005.12872v3
RQ
55.5
Panoptic Segmentation
COCO minival
DETR-R101 (ResNet-101)
https://arxiv.org/abs/2005.12872v3
PQth
50.5
Panoptic Segmentation
COCO minival
DETR-R101 (ResNet-101)
https://arxiv.org/abs/2005.12872v3
SQth
80.9
Panoptic Segmentation
COCO minival
DETR-R101 (ResNet-101)
https://arxiv.org/abs/2005.12872v3
RQth
61.7
Panoptic Segmentation
COCO minival
DETR-R101 (ResNet-101)
https://arxiv.org/abs/2005.12872v3
PQst
37
Panoptic Segmentation
COCO minival
DETR-R101 (ResNet-101)
https://arxiv.org/abs/2005.12872v3
SQst
78.5
Panoptic Segmentation
COCO minival
DETR-R101 (ResNet-101)
https://arxiv.org/abs/2005.12872v3
RQst
46
Panoptic Segmentation
COCO minival
DETR-R101 (ResNet-101)
https://arxiv.org/abs/2005.12872v3
AP
33
Panoptic Segmentation
COCO minival
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
PQ
44.3
Panoptic Segmentation
COCO minival
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
SQ
80.7
Panoptic Segmentation
COCO minival
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
RQ
53
Panoptic Segmentation
COCO minival
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
PQth
50
Panoptic Segmentation
COCO minival
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
SQth
83.4
Panoptic Segmentation
COCO minival
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
RQth
59.3
Panoptic Segmentation
COCO minival
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
PQst
35.6
Panoptic Segmentation
COCO minival
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
SQst
76.7
Panoptic Segmentation
COCO minival
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
RQst
43.5
Panoptic Segmentation
COCO minival
PanopticFPN++
https://arxiv.org/abs/2005.12872v3
PQ
44.1
Panoptic Segmentation
COCO minival
PanopticFPN++
https://arxiv.org/abs/2005.12872v3
SQ
79.5
Panoptic Segmentation
COCO minival
PanopticFPN++
https://arxiv.org/abs/2005.12872v3
RQ
53.3
Panoptic Segmentation
COCO minival
PanopticFPN++
https://arxiv.org/abs/2005.12872v3
PQth
51.0
Panoptic Segmentation
COCO minival
PanopticFPN++
https://arxiv.org/abs/2005.12872v3
SQth
83.2
Panoptic Segmentation
COCO minival
PanopticFPN++
https://arxiv.org/abs/2005.12872v3
RQth
60.6
Panoptic Segmentation
COCO minival
PanopticFPN++
https://arxiv.org/abs/2005.12872v3
PQst
33.6
Panoptic Segmentation
COCO minival
PanopticFPN++
https://arxiv.org/abs/2005.12872v3
SQst
74.0
Panoptic Segmentation
COCO minival
PanopticFPN++
https://arxiv.org/abs/2005.12872v3
RQst
42.1
Panoptic Segmentation
COCO minival
PanopticFPN++
https://arxiv.org/abs/2005.12872v3
AP
39.7
Panoptic Segmentation
COCO minival
Axial-DeepLab-L (multi-scale)
https://arxiv.org/abs/2003.07853v2
PQ
43.9
Panoptic Segmentation
COCO minival
Axial-DeepLab-L (single-scale)
https://arxiv.org/abs/2003.07853v2
PQ
43.4
Panoptic Segmentation
COCO minival
Axial-DeepLab-L (single-scale)
https://arxiv.org/abs/2003.07853v2
PQth
48.5
Panoptic Segmentation
COCO minival
Axial-DeepLab-L (single-scale)
https://arxiv.org/abs/2003.07853v2
PQst
35.6
Panoptic Segmentation
COCO minival
Axial-DeepLab-L(multi-scale)
https://arxiv.org/abs/2003.07853v2
PQth
48.6
Panoptic Segmentation
COCO minival
Axial-DeepLab-L(multi-scale)
https://arxiv.org/abs/2003.07853v2
PQst
36.8
Panoptic Segmentation
COCO minival
Panoptic FCN* (Swin-L, single-scale)
https://arxiv.org/abs/2012.00720v2
SQ
83.2
Panoptic Segmentation
COCO minival
Panoptic FCN* (Swin-L, single-scale)
https://arxiv.org/abs/2012.00720v2
RQ
61.6
Panoptic Segmentation
COCO minival
Panoptic FCN* (Swin-L, single-scale)
https://arxiv.org/abs/2012.00720v2
PQth
58.5
Panoptic Segmentation
COCO minival
Panoptic FCN* (Swin-L, single-scale)
https://arxiv.org/abs/2012.00720v2
SQth
84.6
Panoptic Segmentation
COCO minival
Panoptic FCN* (Swin-L, single-scale)
https://arxiv.org/abs/2012.00720v2
RQth
68.6
Panoptic Segmentation
COCO minival
Panoptic FCN* (Swin-L, single-scale)
https://arxiv.org/abs/2012.00720v2
SQst
81.1
Panoptic Segmentation
COCO minival
Panoptic FCN* (Swin-L, single-scale)
https://arxiv.org/abs/2012.00720v2
RQst
51.1
Panoptic Segmentation > Video Panoptic Segmentation
Cityscapes-VPS
VIP-Deeplab
https://arxiv.org/abs/2012.05258v1
VPQ
63.1
Panoptic Segmentation > Video Panoptic Segmentation
Cityscapes-VPS
VIP-Deeplab
https://arxiv.org/abs/2012.05258v1
VPQ (thing)
49.5
Panoptic Segmentation > Video Panoptic Segmentation
Cityscapes-VPS
VIP-Deeplab
https://arxiv.org/abs/2012.05258v1
VPQ (stuff)
73.0
Panoptic Segmentation > Video Panoptic Segmentation
Cityscapes-VPS
PolyphonicFormer
https://arxiv.org/abs/2112.02582v4
VPQ
62.3
Panoptic Segmentation > Video Panoptic Segmentation
Cityscapes-VPS
PolyphonicFormer
https://arxiv.org/abs/2112.02582v4
VPQ (thing)
-
Panoptic Segmentation > Video Panoptic Segmentation
Cityscapes-VPS
PolyphonicFormer
https://arxiv.org/abs/2112.02582v4
VPQ (stuff)
-
Panoptic Segmentation > Video Panoptic Segmentation
Cityscapes-VPS
Video K-Net (Swin-B)
https://arxiv.org/abs/2204.04656v2
VPQ
62.2