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Models/MAS-SAM

MAS-SAM

Reported on 16 benchmarks across 2 tasks · 1 paper · 16 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio8 results

2D Semantic SegmentationonMAS3K
E-measure· 2024-04-24
0.938
best: 0.943 (SAM2-UNet)
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
2D Semantic SegmentationonMAS3K
MAE· 2024-04-24
0.025
best: 0.021 (SAM2-UNet)
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
2D Semantic SegmentationonMAS3K
S-measure· 2024-04-24
0.887
best: 0.903 (SAM2-UNet)
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
2D Semantic SegmentationonMAS3K
mIoU· 2024-04-24
0.788
best: 0.799 (SAM2-UNet)
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
2D Semantic SegmentationonRMAS
E-measure· 2024-04-24
0.948
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
2D Semantic SegmentationonRMAS
MAE· 2024-04-24
0.021
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
2D Semantic SegmentationonRMAS
S-measure· 2024-04-24
0.865
best: 0.874 (SAM2-UNet)
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
2D Semantic SegmentationonRMAS
mIoU· 2024-04-24
0.742
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700

Computer Vision8 results

Image SegmentationonMAS3K
E-measure· 2024-04-24
0.938
best: 0.943 (SAM2-UNet)
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
Image SegmentationonMAS3K
MAE· 2024-04-24
0.025
best: 0.021 (SAM2-UNet)
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
Image SegmentationonMAS3K
S-measure· 2024-04-24
0.887
best: 0.903 (SAM2-UNet)
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
Image SegmentationonMAS3K
mIoU· 2024-04-24
0.788
best: 0.799 (SAM2-UNet)
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
Image SegmentationonRMAS
E-measure· 2024-04-24
0.948
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
Image SegmentationonRMAS
MAE· 2024-04-24
0.021
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
Image SegmentationonRMAS
S-measure· 2024-04-24
0.865
best: 0.874 (SAM2-UNet)
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700
Image SegmentationonRMAS
mIoU· 2024-04-24
0.742
SOTA
MAS-SAM: Segment Any Marine Animal with Aggregated Features arXiv:2404.15700