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Models/DEVA (Mask2Former - SwinB)

DEVA (Mask2Former - SwinB)

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 SegmentationonVIPSeg
STQ· uses extra data· 2023-09-07
52.2
best: 58.2 (UniVS(Swin-L))
Tracking Anything with Decoupled Video Segmentation arXiv:2309.03903
Semantic SegmentationonVIPSeg
VPQ· uses extra data· 2023-09-07
55
best: 58.5 (CAVIS(VIT-L))
Tracking Anything with Decoupled Video Segmentation arXiv:2309.03903

Audio2 results

10-shot image generationonVIPSeg
STQ· uses extra data· 2023-09-07
52.2
best: 58.2 (UniVS(Swin-L))
Tracking Anything with Decoupled Video Segmentation arXiv:2309.03903
10-shot image generationonVIPSeg
VPQ· uses extra data· 2023-09-07
55
best: 58.5 (CAVIS(VIT-L))
Tracking Anything with Decoupled Video Segmentation arXiv:2309.03903

Computer Vision2 results

Panoptic SegmentationonVIPSeg
STQ· uses extra data· 2023-09-07
52.2
best: 58.2 (UniVS(Swin-L))
Tracking Anything with Decoupled Video Segmentation arXiv:2309.03903
Panoptic SegmentationonVIPSeg
VPQ· uses extra data· 2023-09-07
55
best: 58.5 (CAVIS(VIT-L))
Tracking Anything with Decoupled Video Segmentation arXiv:2309.03903