Marine Animal Segmentation on RMAS (test) benchmark leaderboard · SOTA2 Research

Marine Animal Segmentation on RMAS (test)

74.2mIoUMAS-SAM

Evaluation Results

Method	Links
MAS-SAM2024.04		74.2	86.5	81.9	94.8	2.1
SAM2-UNet2024.08		73.8	87.4	81	94.4	2.2
Dual-SAM2024.04		73.5	86	81.2	94.4	2.2
MASNet2024.04		73.1	86.2	80.1	92	2.4
MASNet2024.04		73.1	86.2	80.1	92	2.4
MASNet2024.08		73.1	86.2	80.1	92	2.4
ZoomNet2024.04		72.8	85.5	79.5	91.5	2.2
ZoomNet2024.04		72.8	85.5	79.5	91.5	2.2
ZoomNet2024.08		72.8	85.5	79.5	91.5	2.2
C2FNet2024.04		72.1	85.8	78.8	92.3	2.6
C2FNet2024.04		72.1	85.8	78.8	92.3	2.6
C2FNet2024.08		72.1	85.8	78.8	92.3	2.6
H2Former2024.04		71.7	84.4	79.9	93.1	2.3
H2Former2024.04		71.7	84.4	79.9	93.1	2.3
BASNet2024.04		70.7	84.7	77.1	90.7	3.2
BASNet2024.04		70.7	84.7	77.1	90.7	3.2
RankNet2024.04		70.4	84.6	77.2	92.7	2.6
RankNet2024.04		70.4	84.6	77.2	92.7	2.6
SCRN2024.04		69.5	84.2	73.1	87.8	3
SCRN2024.04		69.5	84.2	73.1	87.8	3
PFNet2024.04		69.4	84.3	77.1	92.2	2.6
PFNet2024.04		69.4	84.3	77.1	92.2	2.6
TransUNet2024.04		68.8	83.2	77.6	94.1	2.5
TransUNet2024.04		68.8	83.2	77.6	94.1	2.5
SAM-DADF2024.04		68.6	83.3	78	92.6	2.4
SAM-DADF2024.04		68.6	83.3	78	92.6	2.4
SINet2024.04		68.4	83.5	78	90.8	2.5
SINet2024.04		68.4	83.5	78	90.8	2.5
OCENet2024.04		68	83.6	75.2	90	3
OCENet2024.04		68	83.6	75.2	90	3
OCENet2024.08		68	83.6	75.2	90	3
Med-SAM2024.04		67.8	83.2	77.8	92	2.7
U2Net2024.04		67.6	83	76.2	90.4	2.9
U2Net2024.04		67.6	83	76.2	90.4	2.9
ECDNet2024.04		66.4	82.3	68.9	85.4	3.6
ECDNet2024.04		66.4	82.3	68.9	85.4	3.6
SAM-Adapter2024.04		65.6	81.6	75.2	92.7	2.7
SAM-Adapter2024.04		65.6	81.6	75.2	92.7	2.7
SETR2024.04		65.4	81.8	74.7	93.3	2.8
SETR2024.04		65.4	81.8	74.7	93.3	2.8
I-MedSAM2024.04		63.3	80.3	69.9	89.3	3.5
UNet++2024.04		55.8	76.3	64.4	83.5	4.6
UNet++2024.04		55.8	76.3	64.4	83.5	4.6
PFANet2024.04		55.6	76.7	58.2	81	5.1
PFANet2024.04		55.6	76.7	58.2	81	5.1
SAM2024.04		44.5	69.7	53.4	79	5.3
SAM2024.04		44.5	69.7	53.4	79	5.3