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ResearchFormerly WizWand

Unsupervised Video Segmentation on DAVIS (val)

0.8Jaccard IndexDyStaB
0.610720.659860.7090.75814Sep 1, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DyStaBFlow=PWCNet [52]2022.090.8
DeSpriteFlow=RAFT [54], Training=true, Optimized for each video separately=true2022.090.791
TokenCut + CRFFlow=RAFT [54]2022.090.767
ARPFlow=CPM [22]2022.090.762
TokenCut + BSFlow=RAFT [54]2022.090.751
TokenCut + CRFFlow=ARFlow [35]2022.090.744
TokenCut + BSFlow=ARFlow [35]2022.090.731
CISFlow=PWCNet [52]2022.090.715
MGFlow=RAFT [54]2022.090.683
TokenCutFlow=RAFT [54]2022.090.643
TokenCutFlow=ARFlow [35]2022.090.62
ELMFlow=Classic+NL [51]2022.090.618