Instance Segmentation on SegInW (test)
56.4mAPPrompt-DINO-L
Evaluation results
| Method | Links | |
|---|---|---|
| Prompt-DINO-LPrompt Type=ND, Pre-training Data=COCO,LVIS,O365,..., Adaptation Data=ND2026.05 | 56.4 | |
| APE-LPrompt Type=T, Pre-training Data=COCO,LVIS,O365,OI,VG, Adaptation Data=-2026.05 | 47.4 | |
| PrAda-LPrompt Type=T+V, Pre-training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 43.3 | |
| FC-CLIP-L + CLIP-AdapterPrompt Type=T+V, Pre-training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 42.1 | |
| FC-CLIP-LPrompt Type=T, Pre-training Data=COCO-Panoptic, Adaptation Data=-2026.05 | 41.6 | |
| FC-CLIP-L + CoCoOpPrompt Type=T+V, Pre-training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 41.5 | |
| FC-CLIP-L + CoOpPrompt Type=T+V, Pre-training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 41.2 | |
| DINOv-LPrompt Type=V, Pre-training Data=COCO, SA-1B, Adaptation Data=16 imgs/class2026.05 | 40.6 | |
| X-Decoder-L (FT)Prompt Type=T+V, Pre-training Data=COCO,..., Adaptation Data=5 imgs/class2026.05 | 35.5 | |
| X-Decoder-LPrompt Type=T, Pre-training Data=COCO,..., Adaptation Data=-2026.05 | 32.3 | |
| OpenSEED-LPrompt Type=T, Pre-training Data=COCO,O365, Adaptation Data=-2026.05 | 15.2 |