Image Segmentation on FS-COCO (test)
73.48mIoUOurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OursEvaluation protocol=Fine-tuned2023.12 | 73.48 | 85.54 | 87.02 | |
| CLIP SurgeryEvaluation protocol=Fine-tuned, v-v self-attention configuration=training and inference2023.12 | 59.98 | 78.68 | 81.11 | |
| CLIP SurgeryEvaluation protocol=Zero-shot2023.12 | 52.63 | 72.47 | 75.17 | |
| SegCLIPEvaluation protocol=Fine-tuned2023.12 | 49.26 | 69.87 | 73.64 | |
| CLIP SurgeryEvaluation protocol=Fine-tuned, v-v self-attention configuration=inference only2023.12 | 48.74 | 65.38 | 68.78 | |
| GroupViTEvaluation protocol=Fine-tuned2023.12 | 45.71 | 66.21 | 66.89 | |
| GroupViTEvaluation protocol=Zero-shot2023.12 | 38.25 | 61.39 | 60.07 | |
| SegCLIPEvaluation protocol=Zero-shot2023.12 | 38.14 | 61.45 | 65.56 | |
| CLIPEvaluation protocol=Fine-tuned2023.12 | 22.86 | 33.41 | 32.64 | |
| CLIPEvaluation protocol=Zero-shot2023.12 | 17.33 | 28.82 | 27.15 |