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Models/kMaX-DeepLab (ResNet50, single-scale, 641x641)

kMaX-DeepLab (ResNet50, single-scale, 641x641)

Reported on 6 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.

Medical2 results

Semantic SegmentationonADE20K val
PQ· 2022-07-08
41.5
best: 54.5 (OneFormer (InternImage-H, emb_dim=256, single-scale, 896x896))
kMaX-DeepLab: k-means Mask Transformer arXiv:2207.04044
Semantic SegmentationonADE20K val
mIoU· 2022-07-08
45
best: 62.8 (BEiT-3)
kMaX-DeepLab: k-means Mask Transformer arXiv:2207.04044

Audio2 results

10-shot image generationonADE20K val
PQ· 2022-07-08
41.5
best: 54.5 (OneFormer (InternImage-H, emb_dim=256, single-scale, 896x896))
kMaX-DeepLab: k-means Mask Transformer arXiv:2207.04044
10-shot image generationonADE20K val
mIoU· 2022-07-08
45
best: 62.8 (BEiT-3)
kMaX-DeepLab: k-means Mask Transformer arXiv:2207.04044

Computer Vision2 results

Panoptic SegmentationonADE20K val
PQ· 2022-07-08
41.5
best: 54.5 (OneFormer (InternImage-H, emb_dim=256, single-scale, 896x896))
kMaX-DeepLab: k-means Mask Transformer arXiv:2207.04044
Panoptic SegmentationonADE20K val
mIoU· 2022-07-08
45
best: 60.4 (OneFormer (InternImage-H, emb_dim=256, single-scale, 896x896))
kMaX-DeepLab: k-means Mask Transformer arXiv:2207.04044