Marine Animal Segmentation on UFO120 benchmark leaderboard · SOTA2 Research

Marine Animal Segmentation on UFO120

0.807mIoUMAS-SAM

Evaluation Results

Method	Links
MAS-SAM2024.04		0.807	0.861	0.864	0.914	0.063
H2Former2024.04		0.78	0.844	0.845	0.901	0.07
Med-SAM2024.04		0.774	0.842	0.839	0.899	0.072
SAM-DADF2024.04		0.768	0.841	0.836	0.893	0.073
SINet2024.04		0.767	0.837	0.834	0.89	0.079
SAM-Adapter2024.04		0.757	0.829	0.834	0.884	0.081
MASNet2024.04		0.754	0.827	0.82	0.879	0.083
TransUNet2024.04		0.752	0.825	0.827	0.888	0.079
C2FNet2024.04		0.747	0.826	0.806	0.878	0.083
RankNet2024.04		0.739	0.823	0.772	0.828	0.101
I-MedSAM2024.04		0.73	0.818	0.788	0.865	0.084
SETR2024.04		0.711	0.811	0.796	0.871	0.089
BASNet2024.04		0.71	0.809	0.793	0.865	0.097
ECDNet2024.04		0.693	0.783	0.768	0.848	0.103
SAM2024.04		0.681	0.768	0.745	0.827	0.121
U2Net2024.04		0.68	0.792	0.709	0.811	0.134
SCRN2024.04		0.678	0.783	0.76	0.839	0.106
PFANet2024.04		0.677	0.752	0.723	0.815	0.129
ZoomNet2024.04		0.616	0.702	0.67	0.815	0.174
OCENet2024.04		0.605	0.725	0.668	0.773	0.161
PFNet2024.04		0.57	0.708	0.55	0.683	0.216
UNet++2024.04		0.412	0.459	0.433	0.451	0.409