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Marine Animal Segmentation on RMAS (test)

74.2mIoU

MAS-SAM

Updated 3d ago

Evaluation Results

Method
MAS-SAM 2024.04	74.2	86.5	81.9	94.8	2.1
SAM2-UNet 2024.08	73.8	87.4	81	94.4	2.2
Dual-SAM 2024.04	73.5	86	81.2	94.4	2.2
MASNet 2024.04	73.1	86.2	80.1	92	2.4
MASNet 2024.04	73.1	86.2	80.1	92	2.4
MASNet 2024.08	73.1	86.2	80.1	92	2.4
ZoomNet 2024.04	72.8	85.5	79.5	91.5	2.2
ZoomNet 2024.04	72.8	85.5	79.5	91.5	2.2
ZoomNet 2024.08	72.8	85.5	79.5	91.5	2.2
C2FNet 2024.04	72.1	85.8	78.8	92.3	2.6
C2FNet 2024.04	72.1	85.8	78.8	92.3	2.6
C2FNet 2024.08	72.1	85.8	78.8	92.3	2.6
H2Former 2024.04	71.7	84.4	79.9	93.1	2.3
H2Former 2024.04	71.7	84.4	79.9	93.1	2.3
BASNet 2024.04	70.7	84.7	77.1	90.7	3.2
BASNet 2024.04	70.7	84.7	77.1	90.7	3.2
RankNet 2024.04	70.4	84.6	77.2	92.7	2.6
RankNet 2024.04	70.4	84.6	77.2	92.7	2.6
SCRN 2024.04	69.5	84.2	73.1	87.8	3
SCRN 2024.04	69.5	84.2	73.1	87.8	3
PFNet 2024.04	69.4	84.3	77.1	92.2	2.6
PFNet 2024.04	69.4	84.3	77.1	92.2	2.6
TransUNet 2024.04	68.8	83.2	77.6	94.1	2.5
TransUNet 2024.04	68.8	83.2	77.6	94.1	2.5
SAM-DADF 2024.04	68.6	83.3	78	92.6	2.4
SAM-DADF 2024.04	68.6	83.3	78	92.6	2.4
SINet 2024.04	68.4	83.5	78	90.8	2.5
SINet 2024.04	68.4	83.5	78	90.8	2.5
OCENet 2024.04	68	83.6	75.2	90	3
OCENet 2024.04	68	83.6	75.2	90	3
OCENet 2024.08	68	83.6	75.2	90	3
Med-SAM 2024.04	67.8	83.2	77.8	92	2.7
U2Net 2024.04	67.6	83	76.2	90.4	2.9
U2Net 2024.04	67.6	83	76.2	90.4	2.9
ECDNet 2024.04	66.4	82.3	68.9	85.4	3.6
ECDNet 2024.04	66.4	82.3	68.9	85.4	3.6
SAM-Adapter 2024.04	65.6	81.6	75.2	92.7	2.7
SAM-Adapter 2024.04	65.6	81.6	75.2	92.7	2.7
SETR 2024.04	65.4	81.8	74.7	93.3	2.8
SETR 2024.04	65.4	81.8	74.7	93.3	2.8
I-MedSAM 2024.04	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
PFANet 2024.04	55.6	76.7	58.2	81	5.1
PFANet 2024.04	55.6	76.7	58.2	81	5.1
SAM 2024.04	44.5	69.7	53.4	79	5.3
SAM 2024.04	44.5	69.7	53.4	79	5.3