Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/ZoomNet

ZoomNet

Reported on 23 benchmarks across 9 tasks · 1 paper · 16 SOTA

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

Computer Vision11 results

Image SegmentationonMAS3K
E-measure· 2022-03-05
0.898
best: 0.943 (SAM2-UNet)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
Image SegmentationonMAS3K
MAE· 2022-03-05
0.032
best: 0.021 (SAM2-UNet)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
Image SegmentationonMAS3K
S-measure· 2022-03-05
0.862
best: 0.903 (SAM2-UNet)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
Image SegmentationonMAS3K
mIoU· 2022-03-05
0.736
best: 0.799 (SAM2-UNet)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
Image SegmentationonRMAS
E-measure· 2022-03-05
0.915
best: 0.948 (MAS-SAM)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
Image SegmentationonRMAS
MAE· 2022-03-05
0.022
best: 0.021 (MAS-SAM)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
Image SegmentationonRMAS
S-measure· 2022-03-05
0.855
best: 0.874 (SAM2-UNet)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
Image SegmentationonRMAS
mIoU· 2022-03-05
0.728
best: 0.742 (MAS-SAM)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
Object DetectiononPCOD_1200
S-Measure· 2022-03-05
0.897
best: 0.922 (CMX)
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
Camouflaged Object SegmentationonPCOD_1200
S-Measure· 2022-03-05
0.897
best: 0.922 (CMX)
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
Object SegmentationonPCOD_1200
S-Measure· 2022-03-05
0.897
best: 0.922 (CMX)
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688

Audio8 results

2D Semantic SegmentationonMAS3K
E-measure· 2022-03-05
0.898
best: 0.943 (SAM2-UNet)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
2D Semantic SegmentationonMAS3K
MAE· 2022-03-05
0.032
best: 0.021 (SAM2-UNet)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
2D Semantic SegmentationonMAS3K
S-measure· 2022-03-05
0.862
best: 0.903 (SAM2-UNet)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
2D Semantic SegmentationonMAS3K
mIoU· 2022-03-05
0.736
best: 0.799 (SAM2-UNet)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
2D Semantic SegmentationonRMAS
E-measure· 2022-03-05
0.915
best: 0.948 (MAS-SAM)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
2D Semantic SegmentationonRMAS
MAE· 2022-03-05
0.022
best: 0.021 (MAS-SAM)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
2D Semantic SegmentationonRMAS
S-measure· 2022-03-05
0.855
best: 0.874 (SAM2-UNet)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
2D Semantic SegmentationonRMAS
mIoU· 2022-03-05
0.728
best: 0.742 (MAS-SAM)
SOTA
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688

Methodology4 results

3DonPCOD_1200
S-Measure· 2022-03-05
0.897
best: 0.922 (CMX)
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
2D ClassificationonPCOD_1200
S-Measure· 2022-03-05
0.897
best: 0.922 (CMX)
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
2D Object DetectiononPCOD_1200
S-Measure· 2022-03-05
0.897
best: 0.922 (CMX)
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688
16konPCOD_1200
S-Measure· 2022-03-05
0.897
best: 0.922 (CMX)
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection arXiv:2203.02688