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Marine Animal Segmentation on MAS3K (test)

0.878mIoU

SALT-DINOv3

Updated 19d ago

Evaluation Results

Method
SALT-DINOv3 2026.07	0.878	0.943	0.919	-	0.012
SALT-DINOv3 2026.07	0.867	0.939	0.909	-	0.013
SALT-DINOv3 2026.07	0.845	0.932	0.892	-	0.014
SAM2-UNet 2024.08	0.799	0.903	0.848	0.943	0.021
SAM2-UNet26 2026.07	0.799	0.903	0.848	-	0.021
Dual-SAM 2024.04	0.789	0.884	0.838	0.933	0.023
Dual-SAM24 2026.07	0.789	0.884	0.838	-	0.023
MAS-SAM 2024.04	0.788	0.887	0.84	0.938	0.025
MAS-SAM24 2026.07	0.788	0.887	0.84	-	0.025
H2Former 2024.04	0.748	0.865	0.81	0.925	0.028
H2Former 2024.04	0.748	0.865	0.81	0.925	0.028
H2Former23 2026.07	0.748	0.865	0.81	-	0.028
MASNet 2024.04	0.742	0.864	0.788	0.906	0.032
SAM-DADF 2024.04	0.742	0.866	0.806	0.925	0.028
MASNet 2024.04	0.742	0.864	0.788	0.906	0.032
SAM-DADF 2024.04	0.742	0.866	0.806	0.925	0.028
MASNet 2024.08	0.742	0.864	0.788	0.906	0.032
MASNet23 2026.07	0.742	0.864	0.788	-	0.032
TransUNet 2024.04	0.739	0.861	0.805	0.919	0.029
TransUNet 2024.04	0.739	0.861	0.805	0.919	0.029
Med-SAM 2024.04	0.739	0.861	0.811	0.922	0.031
ZoomNet 2024.04	0.736	0.862	0.78	0.898	0.032
ZoomNet 2024.04	0.736	0.862	0.78	0.898	0.032
ZoomNet 2024.08	0.736	0.862	0.78	0.898	0.032
ZoomNet22 2026.07	0.736	0.862	0.78	-	0.032
C2FNet 2024.04	0.717	0.851	0.761	0.894	0.038
C2FNet 2024.04	0.717	0.851	0.761	0.894	0.038
C2FNet 2024.08	0.717	0.851	0.761	0.894	0.038
SETR 2024.04	0.715	0.855	0.789	0.917	0.03
SETR 2024.04	0.715	0.855	0.789	0.917	0.03
SAM-Adapter 2024.04	0.714	0.847	0.782	0.914	0.033
SAM-Adapter 2024.04	0.714	0.847	0.782	0.914	0.033
ECDNet 2024.04	0.711	0.85	0.766	0.901	0.036
ECDNet 2024.04	0.711	0.85	0.766	0.901	0.036
I-MedSAM 2024.04	0.698	0.835	0.759	0.889	0.039
PFNet 2024.04	0.695	0.839	0.746	0.89	0.039
PFNet 2024.04	0.695	0.839	0.746	0.89	0.039
SCRN 2024.04	0.693	0.839	0.73	0.869	0.041
SCRN 2024.04	0.693	0.839	0.73	0.869	0.041
BASNet 2024.04	0.677	0.826	0.724	0.862	0.046
BASNet 2024.04	0.677	0.826	0.724	0.862	0.046
OCENet 2024.04	0.667	0.824	0.703	0.868	0.052
OCENet 2024.04	0.667	0.824	0.703	0.868	0.052
OCENet 2024.08	0.667	0.824	0.703	0.868	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 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
U2Net 2024.04	0.654	0.812	0.711	0.851	0.047
U2Net 2024.04	0.654	0.812	0.711	0.851	0.047
SAM 2024.04	0.566	0.763	0.656	0.807	0.059
SAM 2024.04	0.566	0.763	0.656	0.807	0.059
SAM23 2026.07	0.566	0.763	0.656	-	0.059
UNet++ 2024.04	0.506	0.726	0.552	0.79	0.083
UNet++ 2024.04	0.506	0.726	0.552	0.79	0.083
PFANet 2024.04	0.405	0.69	0.471	0.768	0.086
PFANet 2024.04	0.405	0.69	0.471	0.768	0.086