DNL

Reported on 6 benchmarks across 2 tasks · 1 paper

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

Medical3 results

Semantic SegmentationonADE20K val
mIoU· 2020-06-11
45.97
best: 62.8 (BEiT-3)
Disentangled Non-Local Neural Networks arXiv:2006.06668
Semantic SegmentationonPASCAL Context
mIoU· 2020-06-11
55.3
best: 71.1 (VPNeXt)
Disentangled Non-Local Neural Networks arXiv:2006.06668
Semantic SegmentationonADE20K
Validation mIoU· 2020-06-11
45.97
best: 63.6 (ViT-P (InternImage-H))
Disentangled Non-Local Neural Networks arXiv:2006.06668

Audio3 results

10-shot image generationonADE20K val
mIoU· 2020-06-11
45.97
best: 62.8 (BEiT-3)
Disentangled Non-Local Neural Networks arXiv:2006.06668
10-shot image generationonPASCAL Context
mIoU· 2020-06-11
55.3
best: 71.1 (VPNeXt)
Disentangled Non-Local Neural Networks arXiv:2006.06668
10-shot image generationonADE20K
Validation mIoU· 2020-06-11
45.97
best: 63.6 (ViT-P (InternImage-H))
Disentangled Non-Local Neural Networks arXiv:2006.06668