Panoptic Segmentation 벤치마크

Panoptic Segmentation on COCO test-dev

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PQ

• 2018-09-06 — JSIS-Net: PQ 27.2
• 2018-12-04 — TASCNet: PQ 40.7
• 2018-12-10 — AUNet (ResNext-152-FPN): PQ 46.5
• 2019-01-12 — UPSNet (ResNet-101-FPN): PQ 46.6
• 2019-10-19 — SpatialFlow(ResNet-101-FPN): PQ 48.5
• 2020-06-03 — DetectoRS (ResNeXt-101-64x4d, multi-scale): PQ 50.0
• 2020-12-01 — Panoptic FCN* (Swin-L): PQ 52.7
• 2021-06-28 — K-Net (Swin-L): PQ 55.2
• 2021-09-08 — Panoptic SegFormer (Swin-L): PQ 56.2
• 2021-12-02 — Mask2Former (Swin-L): PQ 58.3
• 2022-06-06 — Mask DINO (single scale): PQ 59.5