Open-Vocabulary Part Segmentation on Pascal-Part-116 zero-shot
57.49mIoU (Seen)PartCATSeg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PartCATSegEvaluation Protocol=Oracle-Obj, Zero-shot=true2025.01 | 57.49 | 44.88 | 50.41 | |
| PartGLEEEvaluation Protocol=Oracle-Obj, Zero-shot=true2025.01 | 57.43 | 27.41 | 37.11 | |
| ZSSeg+Evaluation Protocol=Oracle-Obj, Zero-shot=true2025.01 | 54.43 | 19.04 | 28.21 | |
| PartCATSegEvaluation Protocol=Pred-All, Zero-shot=true2025.01 | 52.62 | 40.51 | 45.77 | |
| PartCLIPSegEvaluation Protocol=Oracle-Obj, Zero-shot=true2025.01 | 50.02 | 31.67 | 38.79 | |
| CLIPSegEvaluation Protocol=Oracle-Obj, Zero-shot=true2025.01 | 48.91 | 27.54 | 35.24 | |
| PartCLIPSegEvaluation Protocol=Pred-All, Zero-shot=true2025.01 | 43.91 | 23.56 | 30.67 | |
| CAT-SegEvaluation Protocol=Oracle-Obj, Zero-shot=true2025.01 | 43.81 | 27.66 | 33.91 | |
| VLPartEvaluation Protocol=Oracle-Obj, Zero-shot=true2025.01 | 42.61 | 18.7 | 25.99 | |
| ZSSeg+Evaluation Protocol=Pred-All, Zero-shot=true2025.01 | 38.05 | 3.38 | 6.2 | |
| CAT-SegEvaluation Protocol=Pred-All, Zero-shot=true2025.01 | 36.8 | 23.39 | 28.6 | |
| VLPartEvaluation Protocol=Pred-All, Zero-shot=true2025.01 | 35.21 | 9.04 | 14.39 | |
| CLIPSegEvaluation Protocol=Pred-All, Zero-shot=true2025.01 | 27.79 | 13.27 | 17.96 |