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ResearchFormerly WizWand

Action-based Video Object Segmentation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

ActiSeg-NL Name-60, mask clean

60.2p-mIoU

12

Mar 5, 2026

ActiSeg-NL Name-40, mask clean

63.7p-mIoU

12

Mar 5, 2026

ActiSeg-NL Name noise 60% + Mask kernel 21×21 (mixed setting)

41.5p-mIoU

8

Mar 5, 2026

ActiSeg-NL k=15 (test)

53.4p-mIoU

7

Mar 5, 2026

ActiSeg-NL Mask-k=21 noise, clean names v1 (test)

46.7p-mIoU

7

Mar 5, 2026

ActiSeg-NL Mask-k=21

46.7p-mIoU

7

Mar 5, 2026

ActiSeg-NL Mask-k=15 name clean

53.4p-mIoU

7

Mar 5, 2026

ActiSeg-NL Mask-k=9 name clean

60.6p-mIoU

7

Mar 5, 2026

ActiSeg-NL Mask-k=9 name clean 1.0 (test)

60.6p-mIoU

7

Mar 5, 2026

ActiSeg-NL Name-20 mask clean

63.8p-mIoU

6

Mar 5, 2026