Camouflaged Object Detection on HyperCOD
0.0017MAEHSC-SAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HSC-SAMParams=11.7, FLOPs=94.22026.01 | 0.0017 | 0.853 | 0.802 | 0.681 | |
| SAM2-UNetParams=216.4, FLOPs=128.42026.01 | 0.0022 | 0.899 | 0.805 | 0.641 | |
| FRINetParams=100.0, FLOPs=112.72026.01 | 0.0027 | 0.889 | 0.759 | 0.604 | |
| SINet-V2Params=27.0, FLOPs=12.22026.01 | 0.0033 | 0.732 | 0.746 | 0.48 | |
| HGINetParams=400.0, FLOPs=530.42026.01 | 0.0039 | 0.85 | 0.766 | 0.585 | |
| ZoomNetParams=32.4, FLOPs=203.52026.01 | 0.0044 | 0.831 | 0.757 | 0.352 | |
| SMN-PVTParams=10.2, FLOPs=14.82026.01 | 0.0066 | 0.654 | 0.531 | 0.103 | |
| CamoformerParams=71.4, FLOPs=41.82026.01 | 0.007 | 0.673 | 0.355 | 0.66 | |
| Hyper-HRNetParams=29.6, FLOPs=19.02026.01 | 0.0149 | 0.818 | 0.608 | 0.15 | |
| DMSSNParams=31.0, FLOPs=8.12026.01 | 0.0295 | 0.687 | 0.446 | 0.409 | |
| SAD2026.01 | 0.1505 | 0.325 | 0.483 | 0.0061 |