Camouflaged Object Segmentation on COD10K 2016 (test)
84.9Fw_betaDSS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DSSVenue=-, Supervision=Zero-shot2026.02 | 84.9 | 0.022 | 0.887 | 0.942 | |
| CAMFVenue=TPAMI25, Supervision=Fully-supervised2026.02 | 84.5 | 0.025 | 0.89 | 0.923 | |
| EASEVenue=CVPR25, Supervision=Un-supervised2026.02 | 83.3 | 0.039 | 0.866 | 0.915 | |
| ZoomNeXtVenue=TPAMI24, Supervision=Fully-supervised2026.02 | 82.7 | 0.018 | 0.898 | 0.956 | |
| QWen+SAM2Venue=-, Supervision=Zero-shot2026.02 | 82.7 | 0.027 | 0.873 | 0.93 | |
| CGCODVenue=MM25, Supervision=Fully-supervised2026.02 | 82.4 | 0.018 | 0.89 | 0.948 | |
| COMPrompterVenue=SCIS25, Supervision=Fully-supervised2026.02 | 82.1 | 0.023 | 0.889 | 0.949 | |
| CamoDiff-EVenue=TPAMI25, Supervision=Fully-supervised2026.02 | 81.7 | 0.019 | 0.883 | 0.943 | |
| HitNetVenue=AAAI23, Supervision=Fully-supervised2026.02 | 80.6 | 0.023 | 0.871 | 0.935 | |
| IAPFVenue=ArXiv25, Supervision=Zero-shot2026.02 | 79.9 | 0.033 | 0.856 | 0.917 | |
| SENetVenue=TIP24, Supervision=Fully-supervised2026.02 | 78 | 0.024 | 0.865 | 0.925 | |
| RDVP-MSDVenue=MM25, Supervision=Zero-shot2026.02 | 77.5 | 0.038 | 0.825 | 0.877 | |
| UCOD-DPLVenue=CVPR25, Supervision=Un-supervised2026.02 | 76.3 | 0.031 | 0.834 | 0.916 | |
| CAMFVenue=TPAMI25, Supervision=Zero-shot2026.02 | 71.7 | 0.055 | 0.808 | 0.832 | |
| ProMaCVenue=NIPS24, Supervision=Zero-shot2026.02 | 71.6 | 0.042 | 0.805 | 0.876 | |
| UpGenVenue=TIP25, Supervision=Zero-shot2026.02 | 70.8 | 0.051 | 0.838 | 0.887 | |
| GenSAMVenue=AAAI24, Supervision=Zero-shot2026.02 | 68.1 | 0.067 | 0.765 | 0.838 | |
| MMCPFVenue=MM24, Supervision=Zero-shot2026.02 | 66.9 | 0.064 | 0.756 | 0.82 | |
| SdalsNetVenue=AAAI25, Supervision=Un-supervised2026.02 | 57.2 | 0.084 | 0.738 | 0.826 | |
| UCOS-DAVenue=ICCVW23, Supervision=Un-supervised2026.02 | 51.3 | 0.086 | 0.689 | 0.74 | |
| SAM2Venue=ArXiv24, Supervision=Zero-shot2026.02 | 15.6 | 0.062 | 0.759 | 0.785 |