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Models/OneFormer (InternImage-H,single-scale)

OneFormer (InternImage-H,single-scale)

Reported on 15 benchmarks across 3 tasks · 1 paper · 15 SOTA

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

Medical5 results

Semantic SegmentationonCOCO minival
AP· 2022-11-10
52
best: 53.2 (OpenSeeD (SwinL, single-scale))
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
Semantic SegmentationonCOCO minival
PQ· 2022-11-10
60
best: 61.2 (HyperSeg (Swin-B))
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
Semantic SegmentationonCOCO minival
PQst· 2022-11-10
49.2
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
Semantic SegmentationonCOCO minival
PQth· 2022-11-10
67.1
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
Semantic SegmentationonCOCO minival
mIoU· 2022-11-10
68.8
best: 69.7 (UMG-CLIP-E/14)
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220

Audio5 results

10-shot image generationonCOCO minival
AP· 2022-11-10
52
best: 53.2 (OpenSeeD (SwinL, single-scale))
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
10-shot image generationonCOCO minival
PQ· 2022-11-10
60
best: 61.2 (HyperSeg (Swin-B))
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
10-shot image generationonCOCO minival
PQst· 2022-11-10
49.2
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
10-shot image generationonCOCO minival
PQth· 2022-11-10
67.1
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
10-shot image generationonCOCO minival
mIoU· 2022-11-10
68.8
best: 69.7 (UMG-CLIP-E/14)
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220

Computer Vision5 results

Panoptic SegmentationonCOCO minival
AP· 2022-11-10
52
best: 53.2 (OpenSeeD (SwinL, single-scale))
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
Panoptic SegmentationonCOCO minival
PQ· 2022-11-10
60
best: 61.2 (HyperSeg (Swin-B))
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
Panoptic SegmentationonCOCO minival
PQst· 2022-11-10
49.2
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
Panoptic SegmentationonCOCO minival
PQth· 2022-11-10
67.1
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220
Panoptic SegmentationonCOCO minival
mIoU· 2022-11-10
68.8
best: 69.7 (UMG-CLIP-E/14)
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220