Open-Vocabulary Part Segmentation on ADE20K Part zero-shot 234
64.81Seen RecallPartCATSeg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PartCATSegZero-shot=true, Setting=Oracle-Obj2025.01 | 64.81 | 64.22 | 64.52 | |
| ZSSeg+Zero-shot=true, Setting=Oracle-Obj2025.01 | 55.78 | 40.71 | 47.07 | |
| ZSSeg+setting=Oracle-Obj2024.06 | 55.78 | 40.71 | 47.07 | |
| PartCLIPSegZero-shot=true, Setting=Oracle-Obj2025.01 | 53.31 | 51.52 | 52.4 | |
| PartCLIPSegsetting=Oracle-Obj, attention control losses (Lsep + Lenh)=included2024.06 | 53.31 | 51.52 | 52.4 | |
| PartCLIPSegsetting=Oracle-Obj, attention control losses (Lsep + Lenh)=excluded2024.06 | 51.64 | 50.99 | 51.31 | |
| CLIPSegZero-shot=true, Setting=Oracle-Obj2025.01 | 49.59 | 48.11 | 48.84 | |
| CLIPSegsetting=Oracle-Obj2024.06 | 49.59 | 48.11 | 48.84 | |
| CAT-SegZero-shot=true, Setting=Oracle-Obj2025.01 | 43.48 | 39.87 | 41.6 | |
| CAT-Segsetting=Oracle-Obj2024.06 | 43.48 | 39.87 | 41.6 |