Amodal Segmentation on COCOA cls
55.3APSAMEO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAMEOFront-end=RTMDet*2025.03 | 55.3 | 75.2 | 60.8 | 74.3 | |
| RTMDet + SAMEOzero-shot evaluation=false, prompt source=modal bounding boxes2025.03 | 54.4 | 75 | 60.2 | 73.4 | |
| SAMEOFront-end=AISFormer2025.03 | 54.3 | 74 | 59.7 | 69.3 | |
| SAMEOFront-end=ConvNeXt-V2*2025.03 | 54.1 | 73.1 | 59.3 | 74 | |
| SAMEOFront-end=ViTDet*2025.03 | 54.1 | 73.3 | 59.2 | 72.3 | |
| CO-DETR + SAMEOzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 54 | 74.8 | 60.2 | 73.5 | |
| ConvNeXt-V2 + SAMEOzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 53.4 | 73 | 59 | 73 | |
| ViTDet + SAMEOzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 53.2 | 73 | 58.6 | 71.2 | |
| AISFormer + SAMEOzero-shot evaluation=true2025.03 | 52.8 | 73.4 | 57.9 | 67.9 | |
| RetinaNet + SAMEOzero-shot evaluation=true2025.03 | 51 | 72.2 | 56.6 | 72.6 | |
| DINO + SAMEOzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 50.2 | 70.4 | 55.7 | 73.7 | |
| RTMDet*2025.03 | 49.8 | 71.2 | 54.7 | 69.6 | |
| RTMDet + EfficientSAMzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 48.7 | 71.1 | 53.2 | 65.9 | |
| AISFormer + EfficientSAMzero-shot evaluation=true2025.03 | 47.6 | 70 | 51.7 | 64.2 | |
| ViTDet*2025.03 | 47.4 | 69.4 | 52.5 | 68.8 | |
| ConvNeXt-V2*2025.03 | 46.7 | 67.5 | 52 | 70.9 | |
| RetinaNet + EfficientSAMzero-shot evaluation=true, prompt source=modal bounding boxes2025.03 | 44.8 | 67.1 | 48.6 | 68.4 | |
| AISFormerzero-shot evaluation=false2025.03 | 40.6 | 70.5 | 42.5 | 55.2 | |
| AISFormer2025.03 | 40.6 | 70.5 | 42.5 | 55.2 |