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Models/MagNet

MagNet

Reported on 16 benchmarks across 2 tasks · 1 paper

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

Computer Vision16 results

Instance SegmentationonRefCOCO testA
Overall IoU· 2023-12-19
78.24
best: 86.49 (DeRIS-L)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Instance SegmentationonRefCoCo val
Overall IoU· 2023-12-19
75.24
best: 85.41 (DeRIS-L)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Instance SegmentationonRefCOCO testB
Overall IoU· 2023-12-19
71.05
best: 83.4 (HyperSeg)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Instance SegmentationonRefCOCOg-test
Overall IoU· 2023-12-19
66.03
best: 80.54 (UniLSeg-100)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Instance SegmentationonRefCOCO+ val
Overall IoU· 2023-12-19
66.16
best: 79.4 (MLCD-Seg-7B)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Instance SegmentationonRefCOCO+ test B
Overall IoU· 2023-12-19
58.14
best: 75.6 (MLCD-Seg-7B)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Instance SegmentationonRefCOCO+ testA
Overall IoU· 2023-12-19
71.32
best: 83.5 (HyperSeg)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Instance SegmentationonRefCOCOg-val
Overall IoU· 2023-12-19
65.36
best: 79.9 (MLCD-Seg-7B)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Referring Expression SegmentationonRefCOCO testA
Overall IoU· 2023-12-19
78.24
best: 86.49 (DeRIS-L)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Referring Expression SegmentationonRefCoCo val
Overall IoU· 2023-12-19
75.24
best: 85.41 (DeRIS-L)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Referring Expression SegmentationonRefCOCO testB
Overall IoU· 2023-12-19
71.05
best: 83.4 (HyperSeg)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Referring Expression SegmentationonRefCOCOg-test
Overall IoU· 2023-12-19
66.03
best: 80.54 (UniLSeg-100)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Referring Expression SegmentationonRefCOCO+ val
Overall IoU· 2023-12-19
66.16
best: 79.4 (MLCD-Seg-7B)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Referring Expression SegmentationonRefCOCO+ test B
Overall IoU· 2023-12-19
58.14
best: 75.6 (MLCD-Seg-7B)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Referring Expression SegmentationonRefCOCO+ testA
Overall IoU· 2023-12-19
71.32
best: 83.5 (HyperSeg)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198
Referring Expression SegmentationonRefCOCOg-val
Overall IoU· 2023-12-19
65.36
best: 79.9 (MLCD-Seg-7B)
Mask Grounding for Referring Image Segmentation arXiv:2312.12198