SOTAVerified

Highlight Detection

https://youtu.be/pJ0auP7dbcY?si=vSiZevfJ57YUKC2q

Papers

Showing 110 of 78 papers

TitleStatusHype
Unsupervised Transcript-assisted Video Summarization and Highlight Detection0
Rhapsody: A Dataset for Highlight Detection in PodcastsCode0
Gameplay Highlights Generation0
TEMPURA: Temporal Event Masked Prediction and Understanding for Reasoning in ActionCode1
Automatic Detection of Intro and Credits in Video using CLIP and Multihead Attention0
Multi-modal Fusion and Query Refinement Network for Video Moment Retrieval and Highlight Detection0
LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight DetectionCode1
Watch Video, Catch Keyword: Context-aware Keyword Attention for Moment Retrieval and Highlight DetectionCode1
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal GroundingCode1
Video Repurposing from User Generated Content: A Large-scale Dataset and BenchmarkCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1FlashVTGmAP88Unverified
2SG-DETRmAP87.1Unverified
3CG-DETRmAP86.8Unverified
4QD-DETRmAP86.6Unverified
5UVCOM (train from scratch)mAP86.3Unverified
6QD-DETR (only Video)mAP85Unverified
7UMTmAP83.1Unverified