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SotA/Audio/10-shot image generation/Mapillary val

10-shot image generation on Mapillary val

Metric: PQ (higher is better)

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#Model↕PQ▼Extra DataPaperDate↕Code
1OneFormer (DiNAT-L, single-scale)46.7NoOneFormer: One Transformer to Rule Universal Ima...2022-11-10Code
2OneFormer (ConvNeXt-L, single-scale)46.4NoOneFormer: One Transformer to Rule Universal Ima...2022-11-10Code
3Panoptic FCN* (Swin-L, single-scale)45.7NoFully Convolutional Networks for Panoptic Segmen...2020-12-01Code
4Panoptic-DeepLab (SWideRNet-(1, 1, 4.5), multi-scale)44.8NoScaling Wide Residual Networks for Panoptic Segm...2020-11-23-
5Mask2Former + Intra-Batch Supervision (ResNet-50)42.2NoIntra-Batch Supervision for Panoptic Segmentatio...2023-04-17Code
6Axial-DeepLab-L (multi-scale)41.1NoAxial-DeepLab: Stand-Alone Axial-Attention for P...2020-03-17Code
7EfficientPS40.6NoEfficientPS: Efficient Panoptic Segmentation2020-04-05Code
8Panoptic-DeepLab (X71)40.5NoPanoptic-DeepLab: A Simple, Strong, and Fast Bas...2019-11-22Code
9AdaptIS (ResNeXt-101)40.3NoAdaptIS: Adaptive Instance Selection Network2019-09-17-
10Panoptic FCN* (ResNet-FPN)36.9NoFully Convolutional Networks for Panoptic Segmen...2020-12-01Code
11JSIS-Net (ResNet-50)17.6NoPanoptic Segmentation with a Joint Semantic and ...2018-09-06-
12HRNet-OCR (Hierarchical Multi-Scale Attention)17.6NoHierarchical Multi-Scale Attention for Semantic ...2020-05-21Code