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Marine Animal Segmentation on MAS3K

0.807mIoU

HFP-SAM2

Updated 1mo ago

Evaluation Results

Method
HFP-SAM2 2026.03	0.807	0.891	0.863	-	0.022
HFP-SAM 2026.03	0.797	0.888	0.845	-	0.024
Dual-SAM 2024.04	0.789	0.884	0.838	0.933	0.023
Dual-SAM 2026.03	0.789	0.884	0.838	-	0.023
MAS-SAM 2026.03	0.788	0.887	0.84	-	0.025
SAM2-Adapter 2026.03	0.778	0.862	0.824	-	0.027
H2Former 2024.04	0.748	0.865	0.81	0.925	0.028
H2Former 2026.03	0.748	0.865	0.81	-	0.028
MASNet 2024.04	0.742	0.864	0.788	0.906	0.032
SAM-DA 2024.04	0.742	0.866	0.806	0.925	0.028
MASNet 2026.03	0.742	0.864	0.788	-	0.032
SAM-DADF 2026.03	0.742	0.866	0.806	-	0.028
TransUNet 2024.04	0.739	0.861	0.805	0.919	0.029
TransUNet 2026.03	0.739	0.861	0.805	-	0.029
Med-SAM 2026.03	0.739	0.861	0.811	-	0.031
ZoomNet 2024.04	0.736	0.862	0.78	0.898	0.032
ZoomNet 2026.03	0.736	0.862	0.78	-	0.032
C2FNet 2024.04	0.717	0.851	0.761	0.894	0.038
C2FNet 2026.03	0.717	0.851	0.761	-	0.038
SETR 2024.04	0.715	0.855	0.789	0.917	0.03
SETR 2026.03	0.715	0.855	0.789	-	0.03
SAM-Ad 2024.04	0.714	0.847	0.782	0.914	0.033
SAM-Adapter 2026.03	0.714	0.847	0.782	-	0.033
ECDNet 2024.04	0.711	0.85	0.766	0.901	0.036
ECDNet 2026.03	0.711	0.85	0.766	-	0.036
I-MedSAM 2026.03	0.698	0.835	0.759	-	0.039
PFNet 2024.04	0.695	0.839	0.746	0.89	0.039
PFNet 2026.03	0.695	0.839	0.746	-	0.039
SCRN 2026.03	0.693	0.839	0.73	-	0.041
BASNet 2026.03	0.677	0.826	0.724	-	0.046
OCENet 2024.04	0.667	0.824	0.703	0.868	0.052
OCENet 2026.03	0.667	0.824	0.703	-	0.052
SINet 2024.04	0.658	0.82	0.725	0.884	0.039
RankNet 2024.04	0.658	0.812	0.722	0.867	0.043
SINet 2026.03	0.658	0.82	0.725	-	0.039
RankNet 2026.03	0.658	0.812	0.722	-	0.043
U2Net 2026.03	0.654	0.812	0.711	-	0.047
SAM2 2026.03	0.602	0.784	0.705	-	0.05
SAM 2024.04	0.566	0.763	0.656	0.807	0.059
SAM 2026.03	0.566	0.763	0.656	-	0.059
UNet++ 2026.03	0.506	0.726	0.552	-	0.083
PFANet 2026.03	0.405	0.69	0.471	-	0.086