Amodal Segmentation on D2SA
80.8APSAMEO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAMEOFront-end=ConvNeXt-V2*2025.03 | 80.8 | 94 | 85.1 | 87.1 | |
| SAMEOFront-end=AISFormer2025.03 | 79.8 | 92.7 | 84.8 | 84.2 | |
| SAMEOFront-end=ViTDet*2025.03 | 78.6 | 92.3 | 82.6 | 84.7 | |
| CO-DETR + SAMEOzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 75 | 91 | 78.5 | 82.2 | |
| ConvNeXt-V2 + SAMEOzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 74.3 | 91.6 | 78 | 83.1 | |
| AISFormer + SAMEOzero-shot evaluation=true2025.03 | 74.1 | 90.2 | 78.3 | 79.9 | |
| SAMEOFront-end=RTMDet*2025.03 | 72.7 | 85.8 | 77.5 | 84.2 | |
| ViTDet + SAMEOzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 72.1 | 89 | 74.9 | 80.7 | |
| DINO + SAMEOzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 69.8 | 86.2 | 72.6 | 75.9 | |
| AISFormer + EfficientSAMzero-shot evaluation=true2025.03 | 69.6 | 89.2 | 72.3 | 77.7 | |
| RTMDet + SAMEOzero-shot evaluation=false, prompt source=modal bounding boxes2025.03 | 68.4 | 84.5 | 71 | 77.7 | |
| AISFormerzero-shot evaluation=false2025.03 | 66.3 | 89.9 | 72.8 | 76.1 | |
| AISFormer2025.03 | 66.3 | 89.9 | 72.8 | 76.1 | |
| ConvNeXt-V2*2025.03 | 66.1 | 89.1 | 69.8 | 75.3 | |
| RTMDet + EfficientSAMzero-shot evaluation=false, prompt source=modal bounding boxes2025.03 | 63 | 82.7 | 64.8 | 74.3 | |
| ViTDet*2025.03 | 63 | 86.4 | 65.8 | 75.4 | |
| RetinaNet + SAMEOzero-shot evaluation=false2025.03 | 62.5 | 78 | 64.8 | 80.7 | |
| RetinaNet + EfficientSAMzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 60.6 | 77.5 | 62.9 | 79.3 | |
| RTMDet*2025.03 | 59.7 | 81.3 | 63.4 | 78.2 |