10-shot image generation on COCO minival

Metric: RQ (higher is better)

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#	Model↕	RQ▼	Extra Data	Paper	Date↕	Code
1	MaskFormer (single-scale)	63.5	No	Per-Pixel Classification is Not All You Need for...	2021-07-13	Code
2	Panoptic FCN* (Swin-L, single-scale)	61.6	No	Fully Convolutional Networks for Panoptic Segmen...	2020-12-01	Code
3	DETR-R101 (ResNet-101)	55.5	No	End-to-End Object Detection with Transformers	2020-05-26	Code
4	PanopticFPN++	53.3	No	End-to-End Object Detection with Transformers	2020-05-26	Code
5	Panoptic FCN* (ResNet-50-FPN)	53	No	Fully Convolutional Networks for Panoptic Segmen...	2020-12-01	Code

#1MaskFormer (single-scale)SOTA
63.5
RQ· 2021-07-13
Per-Pixel Classification is Not All You Need for Semantic Segmentation Code
#2Panoptic FCN* (Swin-L, single-scale)SOTA
61.6
RQ· 2020-12-01
Fully Convolutional Networks for Panoptic Segmentation Code
#3DETR-R101 (ResNet-101)SOTA
55.5
RQ· 2020-05-26
End-to-End Object Detection with Transformers Code
#4PanopticFPN++
53.3
RQ· 2020-05-26
End-to-End Object Detection with Transformers Code
#5Panoptic FCN* (ResNet-50-FPN)
53
RQ· 2020-12-01
Fully Convolutional Networks for Panoptic Segmentation Code