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MUSES

MUlti-Shot EventS

Introduced 2020-12-17

MUSES is a large-scale dataset for temporal event (action) localization. It focuses on the temporal localization of multi-shot events, which are captured with multiple shots. Such events often appear in edited videos, such as TV shows and movies.

What’s included in MUSES:

3,697 videos of TV and movie dramas
716 hours of duration
25 event categories
652k shots
31,477 annotated event instances

Benchmarks

Action Localization/mAP Action Localization/mAP@0.3 Action Localization/mAP@0.4 Action Localization/mAP@0.5 Action Localization/mAP@0.6 Action Localization/mAP@0.7 Temporal Action Localization/mAP Temporal Action Localization/mAP@0.3 Temporal Action Localization/mAP@0.4 Temporal Action Localization/mAP@0.5 Temporal Action Localization/mAP@0.6 Temporal Action Localization/mAP@0.7 Video/mAP Video/mAP@0.3 Video/mAP@0.4 Video/mAP@0.5 Video/mAP@0.6 Video/mAP@0.7 Zero-Shot Learning/mAP Zero-Shot Learning/mAP@0.3 Zero-Shot Learning/mAP@0.4 Zero-Shot Learning/mAP@0.5 Zero-Shot Learning/mAP@0.6 Zero-Shot Learning/mAP@0.7

Related Benchmarks

MUSES: MUlti-SEnsor Semantic perception dataset/10-shot image generation/AUPQ MUSES: MUlti-SEnsor Semantic perception dataset/10-shot image generation/PQ MUSES: MUlti-SEnsor Semantic perception dataset/10-shot image generation/mIoU MUSES: MUlti-SEnsor Semantic perception dataset/16k/AP MUSES: MUlti-SEnsor Semantic perception dataset/2D Classification/AP MUSES: MUlti-SEnsor Semantic perception dataset/2D Object Detection/AP MUSES: MUlti-SEnsor Semantic perception dataset/2D Panoptic Segmentation/PQ MUSES: MUlti-SEnsor Semantic perception dataset/3D/AP MUSES: MUlti-SEnsor Semantic perception dataset/Object Detection/AP MUSES: MUlti-SEnsor Semantic perception dataset/Panoptic Segmentation/AUPQ MUSES: MUlti-SEnsor Semantic perception dataset/Panoptic Segmentation/PQ MUSES: MUlti-SEnsor Semantic perception dataset/Semantic Segmentation/AUPQ MUSES: MUlti-SEnsor Semantic perception dataset/Semantic Segmentation/PQ MUSES: MUlti-SEnsor Semantic perception dataset/Semantic Segmentation/mIoU MUSES: MUlti-SEnsor Semantic perception dataset/Unsupervised Panoptic Segmentation/PQ

Statistics

Papers: 12
Benchmarks: 24

Links

Tasks

Action Localization Temporal Action Localization Video Zero-Shot Learning