OneFormer (ConvNeXt-L, single-scale, Mapillary Vistas-Pretrained)

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

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

Medical1 result

Semantic SegmentationonCityscapes test
PQ· uses extra data· 2022-11-10
68
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220

Audio1 result

10-shot image generationonCityscapes test
PQ· uses extra data· 2022-11-10
68
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220

Computer Vision1 result

Panoptic SegmentationonCityscapes test
PQ· uses extra data· 2022-11-10
68
SOTA
OneFormer: One Transformer to Rule Universal Image Segmentation arXiv:2211.06220