Panoptic Segmentation on Mapillary
23.6PQPrAda-L
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PrAda-LPrompt Type=T+V, Pre-Training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 23.6 | 38.1 | |
| PrAda-R50Prompt Type=T+V, Pre-Training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 22 | 34.7 | |
| FC-CLIP-L + TipAdapter-FPrompt Type=T+V, Pre-Training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 20.5 | 31 | |
| FC-CLIP-L + CLIP-AdapterPrompt Type=T+V, Pre-Training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 19.8 | 28.7 | |
| FC-CLIP-R50 + TipAdapter-FPrompt Type=T+V, Pre-Training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 18.3 | 27.6 | |
| FC-CLIP-LPrompt Type=T, Pre-Training Data=COCO-Panoptic, Adaptation Data=-2026.05 | 18.2 | 27.9 | |
| FC-CLIP-R50 + CLIP-AdapterPrompt Type=T+V, Pre-Training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 17.9 | 26.6 | |
| FC-CLIP-L + CoOpPrompt Type=T+V, Pre-Training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 16.9 | 20.6 | |
| FC-CLIP-R50Prompt Type=T, Pre-Training Data=COCO-Panoptic, Adaptation Data=-2026.05 | 15.9 | 24.4 | |
| FC-CLIP-R50 + CoOpPrompt Type=T+V, Pre-Training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 15.7 | 20.6 | |
| ODISEPrompt Type=T, Pre-Training Data=COCO-Panoptic, Adaptation Data=-2026.05 | 14.2 | — | |
| FC-CLIP-L + CoCoOpPrompt Type=T+V, Pre-Training Data=COCO-Panoptic, Adaptation Data=5 imgs/class2026.05 | 14.2 | 19.3 |