Part Segmentation on PartImageNet
73.83SeenPartCATSeg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PartCATSegEvaluation Setting=Oracle-Obj, Zero-shot=true2025.01 | 73.83 | 71.52 | 72.66 | |
| PartCATSegEvaluation Setting=Pred-All, Zero-shot=true2025.01 | 57.33 | 53.07 | 55.12 | |
| PartCLIPSegEvaluation Setting=Oracle-Obj, Zero-shot=true2025.01 | 56.26 | 51.65 | 53.85 | |
| PartCLIPSegBackbone=ViT-B/16, Evaluation Setting=Oracle-Obj, Zero-shot=true2024.06 | 56.26 | 51.65 | 53.85 | |
| CLIPSegEvaluation Setting=Oracle-Obj, Zero-shot=true2025.01 | 53.91 | 37.17 | 44 | |
| CLIPSegBackbone=ViT-B/16, Evaluation Setting=Oracle-Obj, Zero-shot=true2024.06 | 53.91 | 37.17 | 44 | |
| CAT-SegEvaluation Setting=Oracle-Obj, Zero-shot=true2025.01 | 47.34 | 35.14 | 40.33 | |
| PartCLIPSegEvaluation Setting=Pred-All, Zero-shot=true2025.01 | 38.82 | 19.47 | 25.94 | |
| PartCLIPSegBackbone=ViT-B/16, Evaluation Setting=Pred-All, Zero-shot=true2024.06 | 38.82 | 19.47 | 25.94 | |
| CAT-SegEvaluation Setting=Pred-All, Zero-shot=true2025.01 | 33.58 | 23.04 | 27.33 | |
| CLIPSegEvaluation Setting=Pred-All, Zero-shot=true2025.01 | 32.39 | 12.27 | 17.8 | |
| CLIPSegBackbone=ViT-B/16, Evaluation Setting=Pred-All, Zero-shot=true2024.06 | 32.39 | 12.27 | 17.8 |