Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/InternImage-T

InternImage-T

Reported on 10 benchmarks across 3 tasks · 1 paper

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

Computer Vision4 results

Instance SegmentationonCOCO minival
GFLOPs· 2022-11-10
270
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
49
best: 387 (InternImage-XL)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Instance SegmentationonCOCO minival
box AP· 2022-11-10
49.1
best: 56.1 (InternImage-L)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Instance SegmentationonCOCO minival
mask AP· 2022-11-10
43.7
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
944
best: 4635 (InternImage-H)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Semantic SegmentationonADE20K
Params (M)· 2022-11-10
59
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
48.1
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
944
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
59
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
48.1
best: 63.6 (ViT-P (InternImage-H))
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778