Panoptic Segmentation on ADE20K 150 59 (val)
41.89Panoptic Quality (PQ)Osprey-7B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Osprey-7BType=Mask2023.12 | 41.89 | — | — | — | — | |
| Ferret-7BType=Mask2023.12 | 39.46 | — | — | — | — | |
| Panoptic-DeepLab w/ SWideRNet-(1, 1, 4)MS=true2020.11 | 37.86 | — | — | — | — | |
| Panoptic-DeepLab w/ SWideRNet-(1, 1, 4)MS=false2020.11 | 37.53 | — | — | — | — | |
| Panoptic-DeepLab w/ SWideRNet-(1, 1.5, 3)MS=true2020.11 | 37.41 | — | — | — | — | |
| Panoptic-DeepLab w/ SWideRNet-(1, 1.5, 3)MS=false2020.11 | 36.93 | — | — | — | — | |
| CLIP-ConvNeXt-LType=Mask2023.12 | 36.86 | — | — | — | — | |
| Panoptic SegFormerBackbone=R502021.09 | 36.4 | 35.3 | 38.6 | 78 | 44.9 | |
| GPT4RoI-7BType=Box2023.12 | 36.32 | — | — | — | — | |
| MaskFormerbackbone=R101 + 6 Enc2021.07 | 35.7 | 34.5 | 38 | 77.4 | 43.8 | |
| MaskFormerBackbone=R1012021.09 | 35.7 | 34.5 | 38 | 77.4 | 43.8 | |
| MaskFormerbackbone=R50 + 6 Enc2021.07 | 34.7 | 32.2 | 39.7 | 76.7 | 42.8 | |
| MaskFormerBackbone=R502021.09 | 34.7 | 32.2 | 39.7 | 76.7 | 42.8 | |
| Auto-PanopticMS=false2020.11 | 32.4 | — | — | — | — | |
| Auto-Panopticbackbone=ShuffleNetV22021.07 | 32.4 | — | — | — | — | |
| Auto-PanopticBackbone=ShuffleNetV22021.09 | 32.4 | — | — | — | — | |
| BGRNetMS=false2020.11 | 31.8 | — | — | — | — | |
| BGRNetbackbone=R502021.07 | 31.8 | — | — | — | — | |
| BGRNetBackbone=R502021.09 | 31.8 | — | — | — | — | |
| MaskCLIP++mask generator=MAFT+2024.12 | 28.1 | — | — | 74 | 34.7 | |
| MaskCLIP++mask generator=FC-CLIP2024.12 | 27.7 | — | — | 72 | 33.6 | |
| Shikra-7BType=Box2023.12 | 27.52 | — | — | — | — | |
| APE (D)Backbone=ViT-L2023.12 | 27.2 | — | — | — | — | |
| MAFT+2024.12 | 27.1 | — | — | 73.5 | 32.9 | |
| FC-CLIP2024.12 | 26.8 | — | — | 71.5 | 32.2 | |
| APE (A)Backbone=ViT-L2023.12 | 26.6 | — | — | — | — | |
| CLIP-Surgery-ViT-LType=Mask2023.12 | 26.55 | — | — | — | — | |
| APE (B)Backbone=ViT-L2023.12 | 26.4 | — | — | — | — | |
| APE (C)Backbone=ViT-L2023.12 | 26.1 | — | — | — | — | |
| MasQCLIP2024.12 | 23.3 | — | — | — | — | |
| ODISE2024.12 | 22.6 | — | — | — | — | |
| X-DecoderBackbone=DaViT-L2023.12 | 21.8 | — | — | — | — | |
| OpenSeeDBackbone=Swin-L2023.12 | 19.7 | — | — | — | — | |
| MaskCLIP2024.12 | 15.1 | — | — | 70.5 | 19.2 | |
| Kosmos-2Type=Box2023.12 | 6.53 | — | — | — | — |