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Datasets/FineAction

FineAction

VideosIntroduced 2021-05-24

FineAction contains 103K temporal instances of 106 action categories, annotated in 17K untrimmed videos. FineAction introduces new opportunities and challenges for temporal action localization, thanks to its distinct characteristics of fine action classes with rich diversity, dense annotations of multiple instances, and co-occurring actions of different classes.

Benchmarks

Action Detection/mAPAction Localization/mAPAction Localization/mAP IOU@0.5Action Localization/mAP IOU@0.75Action Localization/mAP IOU@0.95Temporal Action Localization/mAPTemporal Action Localization/mAP IOU@0.5Temporal Action Localization/mAP IOU@0.75Temporal Action Localization/mAP IOU@0.95Video/mAPVideo/mAP IOU@0.5Video/mAP IOU@0.75Video/mAP IOU@0.95Weakly Supervised Action Localization/mAPWeakly Supervised Action Localization/mAP IOU@0.5Weakly Supervised Action Localization/mAP IOU@0.75Weakly Supervised Action Localization/mAP IOU@0.95Zero-Shot Learning/mAPZero-Shot Learning/mAP IOU@0.5Zero-Shot Learning/mAP IOU@0.75Zero-Shot Learning/mAP IOU@0.95

Statistics

Papers
24
Benchmarks
21

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Tasks

Action DetectionAction LocalizationOnline Action DetectionTemporal Action LocalizationTemporal Action Proposal GenerationVideoWeakly Supervised Action LocalizationWeakly-supervised Temporal Action LocalizationZero-Shot Learning