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Models/HDC

HDC

Reported on 6 benchmarks across 4 tasks · 2 papers · 2 SOTA

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

Computer Vision5 results

Image RetrievalonSOP
R@1· 2016-11-17
69.5
best: 91.2 (Unicom+ViT-L@336px)
SOTA
Hard-Aware Deeply Cascaded Embedding arXiv:1611.05720
Instance SegmentationongRefCOCO
cIoU· 2024-05-24
65.42
best: 72 (DeRIS-L)
CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation arXiv:2405.15658
Instance SegmentationongRefCOCO
gIoU· 2024-05-24
68.28
best: 77.67 (DeRIS-L)
CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation arXiv:2405.15658
Referring Expression SegmentationongRefCOCO
cIoU· 2024-05-24
65.42
best: 72 (DeRIS-L)
CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation arXiv:2405.15658
Referring Expression SegmentationongRefCOCO
gIoU· 2024-05-24
68.28
best: 77.67 (DeRIS-L)
CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation arXiv:2405.15658

Methodology1 result

Metric Learningon CUB-200-2011
R@1· 2016-11-17
60.7
best: 90.1 (Unicom+ViT-L@336px)
SOTA
Hard-Aware Deeply Cascaded Embedding arXiv:1611.05720