Open-Vocabulary Segmentation on ADE20K-150 -> KITTI-360
47.1W-F1OpenDAS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OpenDASModality=Both modalities, #Params.=~233K2024.05 | 47.1 | 60.8 | 26.6 | |
| MaPLeModality=Both modalities, #Params.=~18935K2024.05 | 43.5 | 57.7 | 22.2 | |
| RPOModality=Image-encoder, #Params.=~43K2024.05 | 33.7 | 42.8 | 19.9 | |
| VPTModality=Image-encoder, #Params.=~786K2024.05 | 29.5 | 34.8 | 25.8 | |
| CoCoOpModality=Text-encoder, #Params.=~77K2024.05 | 27.1 | 30.4 | 22.1 | |
| No adaptationModality=None, #Params.=02024.05 | 24.1 | 23 | 24.9 |