Panoptic Segmentation on COCO Panoptic 2017 (val)
61.2PQHyperSeg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperSegType=MLLM based Segmentation Network, Backbone=Swin-B2024.11 | 61.2 | 77.2 | |
| OneFormerType=Segmentation Specialist, Backbone=Swin-L2024.11 | 57.9 | 67.4 | |
| SEEMType=Segmentation Specialist, Backbone=DaViT-B2024.11 | 56.1 | 66.3 | |
| PSALMType=MLLM based Segmentation Network, Backbone=Swin-B2024.11 | 55.9 | 66.6 | |
| Mask2formerType=Segmentation Specialist, Backbone=Swin-B2024.11 | 55.1 | 65.1 | |
| OMG-LLAVAType=MLLM based Segmentation Network, Backbone=ConvNeXt-L2024.11 | 53.8 | — | |
| DaTaSegType=Segmentation Specialist, Backbone=ViTDet-B2024.11 | 52.8 | 62.7 | |
| MaskCLIPType=Segmentation Specialist, Backbone=ViT-L2024.11 | 30.9 | 47.6 |