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Models/SHNet

SHNet

Reported on 22 benchmarks across 2 tasks · 1 paper · 22 SOTA

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

Computer Vision22 results

Instance SegmentationonRefCoCo val
Overall IoU· 2021-04-21
65.32
best: 85.41 (DeRIS-L)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Instance SegmentationonRefCoCo val
Precision@0.5· 2021-04-21
75.18
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Instance SegmentationonRefCoCo val
Precision@0.6· 2021-04-21
69.36
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Instance SegmentationonRefCoCo val
Precision@0.7· 2021-04-21
61.21
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Instance SegmentationonRefCoCo val
Precision@0.8· 2021-04-21
46.16
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Instance SegmentationonRefCoCo val
Precision@0.9· 2021-04-21
16.23
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Instance SegmentationonRefCOCO+ val
Overall IoU· 2021-04-21
52.75
best: 79.4 (MLCD-Seg-7B)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Instance SegmentationonRefCOCO+ test B
Overall IoU· 2021-04-21
44.12
best: 75.6 (MLCD-Seg-7B)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Instance SegmentationonRefCOCO+ testA
Overall IoU· 2021-04-21
58.46
best: 83.5 (HyperSeg)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Instance SegmentationonReferIt
Overall IoU· 2021-04-21
69.19
best: 72.6 (PolyFormer-L)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Instance SegmentationonRefCOCOg-val
Overall IoU· 2021-04-21
49.9
best: 79.9 (MLCD-Seg-7B)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonRefCoCo val
Overall IoU· 2021-04-21
65.32
best: 85.41 (DeRIS-L)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonRefCoCo val
Precision@0.5· 2021-04-21
75.18
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonRefCoCo val
Precision@0.6· 2021-04-21
69.36
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonRefCoCo val
Precision@0.7· 2021-04-21
61.21
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonRefCoCo val
Precision@0.8· 2021-04-21
46.16
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonRefCoCo val
Precision@0.9· 2021-04-21
16.23
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonRefCOCO+ val
Overall IoU· 2021-04-21
52.75
best: 79.4 (MLCD-Seg-7B)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonRefCOCO+ test B
Overall IoU· 2021-04-21
44.12
best: 75.6 (MLCD-Seg-7B)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonRefCOCO+ testA
Overall IoU· 2021-04-21
58.46
best: 83.5 (HyperSeg)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonReferIt
Overall IoU· 2021-04-21
69.19
best: 72.6 (PolyFormer-L)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412
Referring Expression SegmentationonRefCOCOg-val
Overall IoU· 2021-04-21
49.9
best: 79.9 (MLCD-Seg-7B)
SOTA
Comprehensive Multi-Modal Interactions for Referring Image Segmentation arXiv:2104.10412