Camouflaged Object Segmentation on CHAMELEON (Fw_beta, MAE, S_alpha, E_phi)
89.5Fw_betaCAMF
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAMFPub.=-, Input Size=384, Sup.=Supervised2024.10 | 89.5 | 2.8 | 91.7 | 94.4 | |
| ZoomNeXtPub.=TPAMI24, Input Size=384, Sup.=Supervised2024.10 | 88.5 | 1.8 | 92.4 | 97.5 | |
| SENetPub.=TIP24, Input Size=384, Sup.=Supervised2024.10 | 87.8 | 1.9 | 91.8 | 95.7 | |
| COMPrompterPub.=SCIS24, Input Size=1024, Sup.=Supervised2024.10 | 85.7 | 2.6 | 90.6 | 95.5 | |
| FEDERPub.=CVPR23, Input Size=384, Sup.=Supervised2024.10 | 85.6 | 2.6 | 90.3 | 94.7 | |
| PENetPub.=IJCAI23, Input Size=352, Sup.=Supervised2024.10 | 85.1 | 2.4 | 90.2 | 96 | |
| ZoomNetPub.=CVPR22, Input Size=384, Sup.=Supervised2024.10 | 84.5 | 2.3 | 90.2 | 95.8 | |
| OSFormerPub.=ECCV22, Input Size=384, Sup.=Supervised2024.10 | 83.6 | 2.8 | 89.1 | 93.9 | |
| EVP-EVA02-LPub.=-, Input Size=352, Sup.=Supervised2024.10 | 83.6 | 3.5 | 90.1 | 93.7 | |
| SegMaRPub.=CVPR22, Input Size=352, Sup.=Supervised2024.10 | 82.8 | 3.2 | 88.8 | 93.5 | |
| CDPPub.=ESWA25, Input Size=320, Sup.=Supervised2024.10 | 81.9 | 3.3 | 86.5 | 92.3 | |
| SINet-V2Pub.=TPAMI22, Input Size=352, Sup.=Supervised2024.10 | 81.6 | 3 | 88.8 | 94.2 | |
| EVP-SegformerPub.=CVPR23, Input Size=352, Sup.=Supervised2024.10 | 79.5 | 3.6 | 87.1 | 91.7 | |
| CRNetPub.=AAAI23, Sup.=WS, Data=COD10K2024.10 | 74.4 | 4.6 | 81.8 | 89.7 | |
| SINetPub.=CVPR20, Input Size=352, Sup.=Supervised2024.10 | 74 | 44.4 | 86.9 | 89.1 | |
| SAM-MFGPub.=NeurIPS23, Sup.=WS, Data=COD10K2024.10 | 72.8 | 5.6 | 80.5 | 86.8 | |
| CAMFPub.=-, Sup.=ZS, Data=DUTS2024.10 | 72 | 6.7 | 80.5 | 81.7 | |
| SCWSSODPub.=AAAI21, Sup.=WS, Data=COD10K2024.10 | 71.4 | 5.3 | 79.2 | 88.1 | |
| GenSAMPub.=AAAI24, Sup.=ZS, Data=SA-1B2024.10 | 68 | 9 | 76.4 | 80.7 | |
| LSRPub.=CVPR21, Input Size=352, Sup.=Supervised2024.10 | 67.3 | 3.7 | 80.4 | 89.2 | |
| EVP-EVA02-LPub.=-, Sup.=ZS, Data=DUTS2024.10 | 66.3 | 8.9 | 76 | 76.8 | |
| CDPPub.=ESWA25, Sup.=WS, Data=DUTS+CAMO+COD10K2024.10 | 65.4 | 8.1 | 72.9 | 83.3 | |
| TELPub.=CVPR22, Sup.=WS, Data=COD10K2024.10 | 64.5 | 9.4 | 74.6 | 75.1 | |
| EVP-SegformerPub.=CVPR23, Sup.=ZS, Data=DUTS2024.10 | 64.2 | 9.1 | 71.3 | 71.3 | |
| SAMPub.=ICCV23, Sup.=ZS, Data=SA-1B2024.10 | 59.5 | 20.7 | 63.5 | 64.7 | |
| VSTPub.=ICCV21, Sup.=ZS, Data=DUTS2024.10 | 54.8 | 11.3 | 65.9 | 68.6 | |
| CRNetPub.=AAAI23, Sup.=ZS, Data=DUTS2024.10 | 37.7 | 12.9 | 56.2 | 50.9 | |
| SINet-V2Pub.=TPAMI22, Sup.=ZS, Data=DUTS2024.10 | 29.1 | 16.5 | 51.5 | 46.1 |