ALBA : Reinforcement Learning for Video Object Segmentation

We consider the challenging problem of zero-shot video object segmentation (VOS). That is, segmenting and tracking multiple moving objects within a video fully automatically, without any manual initialization... (read more)

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Datasets


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Unsupervised Video Object Segmentation DAVIS 2017 (val) ALBA J&F 58.4 # 4
Jaccard (Mean) 56.6 # 4
Jaccard (Recall) 63.4 # 4
Jaccard (Decay) 7.7 # 7
F-measure (Mean) 60.2 # 4
F-measure (Recall) 63.1 # 4
F-measure (Decay) 7.9 # 6
Unsupervised Video Object Segmentation FBMS ALBA Jaccard (Mean) 77.6 # 1

Methods used in the Paper


METHOD TYPE
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