Segmentation on COCO (in-domain)
58.3PQMaskDINO-L
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MaskDINO-LSemantic Data=COCO, Type=Closed-set2023.11 | 58.3 | 50.6 | 56.2 | 67.5 | |
| OpenSeed-LSemantic Data=COCO+O365, Type=Text Open-set2023.11 | 58.2 | — | — | 68.6 | |
| OneFormer-LSemantic Data=COCO, Type=Closed-set2023.11 | 57.9 | 48.9 | — | 67.4 | |
| Mask2Former-LSemantic Data=COCO, Type=Closed-set2023.11 | 57.8 | 48.6 | 52.1 | 67.4 | |
| DINOv-LSemantic Data=COCO, Type=Visual Prompt2023.11 | 57.7 | 50.4 | 54.2 | 66.7 | |
| Mask2Former-BSemantic Data=COCO, Type=Closed-set2023.11 | 56.4 | 46.3 | 49.5 | 67.1 | |
| Pano/SegFormer-BSemantic Data=COCO, Type=Closed-set2023.11 | 55.4 | — | — | — | |
| OpenSeed-TSemantic Data=COCO+O365, Type=Text Open-set2023.11 | 55.4 | 47.6 | 52 | 64 | |
| FC-CLIP-LSemantic Data=COCO (CLIP), Type=Text Open-set2023.11 | 54.4 | 44.6 | — | 63.7 | |
| Mask2Former-TSemantic Data=COCO, Type=Closed-set2023.11 | 53.2 | 43.3 | 46.1 | 63.2 | |
| X-Decoder-LSemantic Data=COCO+CC3M+.., Type=Text Open-set2023.11 | 53.2 | 46.7 | — | 59.5 | |
| X-Decoder-TSemantic Data=COCO+CC3M+.., Type=Text Open-set2023.11 | 51.4 | 40.5 | — | 56.9 | |
| DINOv-TSemantic Data=COCO, Type=Visual Prompt2023.11 | 49 | 41.5 | 45.2 | 57 | |
| GLIPv2-HSemantic Data=COCO+O365+GOLDG+..., Type=Text Open-set2023.11 | 48.9 | — | — | — | |
| kMaX-DeepLab-LSemantic Data=COCO, Type=Closed-set2023.11 | 48.7 | 58.1 | — | — | |
| ODISE-HSemantic Data=COCO (Stable diffusion), Type=Text Open-set2023.11 | 45.6 | 38.4 | — | — | |
| SegGPT-LSemantic Data=COCO+ADE+VOC+.., Type=Visual Prompt2023.11 | 43.4 | — | — | — | |
| Painter-LSemantic Data=COCO+ADE+NYUv2, Type=Visual Prompt2023.11 | 34.4 | — | — | — |