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Datasets/MultiTHUMOS

MultiTHUMOS

VideosCC BY 4.0Introduced 2018-01-01

The MultiTHUMOS dataset contains dense, multilabel, frame-level action annotations for 30 hours across 400 videos in the THUMOS'14 action detection dataset. It consists of 38,690 annotations of 65 action classes, with an average of 1.5 labels per frame and 10.5 action classes per video.

Source: http://ai.stanford.edu/~syyeung/everymoment.html Image Source: http://ai.stanford.edu/~syyeung/everymoment.html

Benchmarks

Action Detection/mAPAction Localization/Average mAPAction Localization/mAP IOU@0.1Action Localization/mAP IOU@0.2Action Localization/mAP IOU@0.3Action Localization/mAP IOU@0.4Action Localization/mAP IOU@0.5Action Localization/mAP IOU@0.6Action Localization/mAP IOU@0.7Action Localization/mAP IOU@0.8Action Localization/mAP IOU@0.9Temporal Action Localization/Average mAPTemporal Action Localization/mAP IOU@0.1Temporal Action Localization/mAP IOU@0.2Temporal Action Localization/mAP IOU@0.3Temporal Action Localization/mAP IOU@0.4Temporal Action Localization/mAP IOU@0.5Temporal Action Localization/mAP IOU@0.6Temporal Action Localization/mAP IOU@0.7Temporal Action Localization/mAP IOU@0.8Temporal Action Localization/mAP IOU@0.9Video/Average mAPVideo/mAP IOU@0.1Video/mAP IOU@0.2Video/mAP IOU@0.3Video/mAP IOU@0.4Video/mAP IOU@0.5Video/mAP IOU@0.6Video/mAP IOU@0.7Video/mAP IOU@0.8Video/mAP IOU@0.9Zero-Shot Learning/Average mAPZero-Shot Learning/mAP IOU@0.1Zero-Shot Learning/mAP IOU@0.2Zero-Shot Learning/mAP IOU@0.3Zero-Shot Learning/mAP IOU@0.4Zero-Shot Learning/mAP IOU@0.5Zero-Shot Learning/mAP IOU@0.6Zero-Shot Learning/mAP IOU@0.7Zero-Shot Learning/mAP IOU@0.8Zero-Shot Learning/mAP IOU@0.9

Statistics

Papers
58
Benchmarks
41

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Tasks

Action DetectionAction LocalizationAction RecognitionTemporal Action LocalizationVideoZero-Shot Learning