Zero-shot Semantic Segmentation on PASCAL VOC 2012
92.7mIoU (Seen)ZegCLIP + IPO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ZegCLIP + IPOPrompt Optimization=IPO2024.10 | 92.7 | 95.3 | 78.7 | 85.1 | |
| ZegCLIPPrompt=Standard2024.10 | 91.9 | 94.6 | 77.8 | 84.3 | |
| Zegformer2024.10 | 86.4 | — | 63.6 | 73.3 | |
| Zsseg + IPOPrompt Optimization=IPO2024.10 | 84.7 | 91.2 | 73.2 | 78.6 | |
| ZssegPrompt=Standard2024.10 | 83.5 | 90 | 72.5 | 77.5 | |
| CaGNet2024.10 | 78.4 | 80.7 | 26.6 | 39.7 | |
| SPNet2024.10 | 78 | — | 15.6 | 26.1 | |
| Joint2024.10 | 77.7 | — | 32.5 | 45.9 | |
| ZS32024.10 | 77.3 | — | 17.7 | 28.7 | |
| SIGN2024.10 | 75.4 | — | 28.9 | 41.7 |