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Models/InternImage-L

InternImage-L

Reported on 11 benchmarks across 4 tasks · 1 paper · 1 SOTA

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

Computer Vision5 results

Instance SegmentationonCOCO minival
box AP· 2022-11-10
56.1
SOTA
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Image ClassificationonImageNet
GFLOPs· 2022-11-10
108
best: 1478 (InternImage-H)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Instance SegmentationonCOCO minival
GFLOPs· 2022-11-10
1399
best: 1782 (InternImage-XL)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Instance SegmentationonCOCO minival
Params (M)· 2022-11-10
277
best: 387 (InternImage-XL)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Instance SegmentationonCOCO minival
mask AP· 2022-11-10
48.5
best: 56.6 (Co-DETR)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778

Medical3 results

Semantic SegmentationonADE20K
GFLOPs· 2022-11-10
2526
best: 4635 (InternImage-H)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Semantic SegmentationonADE20K
Params (M)· 2022-11-10
256
best: 3000 (FD-SwinV2-G)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Semantic SegmentationonADE20K
Validation mIoU· 2022-11-10
54.1
best: 63.6 (ViT-P (InternImage-H))
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778

Audio3 results

10-shot image generationonADE20K
GFLOPs· 2022-11-10
2526
best: 4635 (InternImage-H)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
10-shot image generationonADE20K
Params (M)· 2022-11-10
256
best: 3000 (FD-SwinV2-G)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
10-shot image generationonADE20K
Validation mIoU· 2022-11-10
54.1
best: 63.6 (ViT-P (InternImage-H))
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778