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Models/MaIL

MaIL

Reported on 14 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Computer Vision14 results

Instance SegmentationonG-Ref test A
Overall IoU· 2021-11-21
62.87
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Instance SegmentationonRefCOCO+ val
Overall IoU· 2021-11-21
62.23
best: 79.4 (MLCD-Seg-7B)
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Instance SegmentationonRefCOCO+ test B
Overall IoU· 2021-11-21
56.06
best: 75.6 (MLCD-Seg-7B)
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Instance SegmentationonG-Ref val
Overall IoU· 2021-11-21
62.45
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Instance SegmentationonG-Ref test B
Overall IoU· 2021-11-21
61.81
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Instance SegmentationonRefCOCO+ testA
Overall IoU· 2021-11-21
65.92
best: 83.5 (HyperSeg)
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Referring Expression SegmentationonG-Ref test A
Overall IoU· 2021-11-21
62.87
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Referring Expression SegmentationonRefCOCO+ val
Overall IoU· 2021-11-21
62.23
best: 79.4 (MLCD-Seg-7B)
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Referring Expression SegmentationonRefCOCO+ test B
Overall IoU· 2021-11-21
56.06
best: 75.6 (MLCD-Seg-7B)
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Referring Expression SegmentationonG-Ref val
Overall IoU· 2021-11-21
62.45
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Referring Expression SegmentationonG-Ref test B
Overall IoU· 2021-11-21
61.81
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Referring Expression SegmentationonRefCOCO+ testA
Overall IoU· 2021-11-21
65.92
best: 83.5 (HyperSeg)
SOTA
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Instance SegmentationonRefCoCo val
Overall IoU· 2021-11-21
70.13
best: 85.41 (DeRIS-L)
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747
Referring Expression SegmentationonRefCoCo val
Overall IoU· 2021-11-21
70.13
best: 85.41 (DeRIS-L)
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation arXiv:2111.10747