Camouflaged Object Segmentation on CHAMELEON 87 (test)
90.2Fw_betaCGCOD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CGCODVenue=MM25, Supervision=Fully-supervised2026.02 | 90.2 | 1.7 | 93.1 | 97.2 | |
| HitNetVenue=AAAI23, Supervision=Fully-supervised2026.02 | 89.7 | 1.9 | 92.1 | 96.7 | |
| CAMFVenue=TPAMI25, Supervision=Fully-supervised2026.02 | 89.5 | 2.8 | 91.7 | 94.4 | |
| ZoomNeXtVenue=TPAMI24, Supervision=Fully-supervised2026.02 | 88.5 | 1.8 | 92.4 | 97.5 | |
| SENetVenue=TIP24, Supervision=Fully-supervised2026.02 | 87.8 | 1.9 | 91.8 | 95.7 | |
| COMPrompterVenue=SCIS25, Supervision=Fully-supervised2026.02 | 85.7 | 2.6 | 90.6 | 95.5 | |
| DSSVenue=-, Supervision=Zero-shot2026.02 | 84.8 | 3.4 | 88.3 | 92.6 | |
| EASEVenue=CVPR25, Supervision=Un-supervised2026.02 | 82.7 | 3.7 | 86.4 | 91.6 | |
| UCOD-DPLVenue=CVPR25, Supervision=Un-supervised2026.02 | 82.5 | 3.1 | 86.4 | 93.1 | |
| RDVP-MSDVenue=MM25, Supervision=Zero-shot2026.02 | 81.4 | 4 | 83.2 | 90.4 | |
| ProMaCVenue=NIPS24, Supervision=Zero-shot2026.02 | 79 | 4.4 | 83.3 | 89.9 | |
| QWen+SAM2Venue=-, Supervision=Zero-shot2026.02 | 78.5 | 4.5 | 83.8 | 88.4 | |
| UpGenVenue=TIP25, Supervision=Zero-shot2026.02 | 74.7 | 4.7 | 81.7 | 87.5 | |
| CAMFVenue=TPAMI25, Supervision=Zero-shot2026.02 | 72 | 6.7 | 80.5 | 81.7 | |
| SAM2Venue=ArXiv24, Supervision=Zero-shot2026.02 | 68 | 9 | 76.4 | 80.7 | |
| SdalsNetVenue=AAAI25, Supervision=Un-supervised2026.02 | 66.6 | 8 | 72.4 | 83.7 | |
| MMCPFVenue=MM24, Supervision=Zero-shot2026.02 | 63.1 | 5.9 | 73.7 | 80.7 | |
| UCOS-DAVenue=ICCVW23, Supervision=Un-supervised2026.02 | 59.1 | 9.5 | 71.5 | 80.2 | |
| GenSAMVenue=AAAI24, Supervision=Zero-shot2026.02 | 58 | 9 | 76.4 | 80.7 |