Instance Segmentation on COCO C4-averaged 2017 (val)
62.13C4-Avg mAPSAM + Prior-Regularized LC (G-WRN)
Evaluation results
| Method | Links | |
|---|---|---|
| SAM + Prior-Regularized LC (G-WRN)Pretrained Network=SAM, Pretrained Params=641 M, Canonicalization Params=1.9 M, Canonicalization Architecture=G-WRN, Evaluation Protocol=Zero-shot2023.10 | 62.13 | |
| SAM + Prior-Regularized LC (G-CNN)Pretrained Network=SAM, Pretrained Params=641 M, Canonicalization Params=0.2 M, Canonicalization Architecture=G-CNN, Evaluation Protocol=Zero-shot2023.10 | 59.28 | |
| SAM (Zero-shot)Pretrained Network=SAM, Pretrained Params=641 M, Canonicalization Params=0 M, Evaluation Protocol=Zero-shot2023.10 | 58.78 | |
| MaskRCNN + Prior-Regularized LC (G-WRN)Pretrained Network=MaskRCNN, Pretrained Params=46.4 M, Canonicalization Params=1.9 M, Canonicalization Architecture=G-WRN, Evaluation Protocol=Zero-shot2023.10 | 44.5 | |
| MaskRCNN + Prior-Regularized LC (G-CNN)Pretrained Network=MaskRCNN, Pretrained Params=46.4 M, Canonicalization Params=0.2 M, Canonicalization Architecture=G-CNN, Evaluation Protocol=Zero-shot2023.10 | 35.77 | |
| MaskRCNN (Zero-shot)Pretrained Network=MaskRCNN, Pretrained Params=46.4 M, Canonicalization Params=0 M, Evaluation Protocol=Zero-shot2023.10 | 27.67 |