SOTAVerified

Highlight Detection

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

Papers

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Showing 1–10 of 78 papers

TitleStatusHype
Unsupervised Transcript-assisted Video Summarization and Highlight Detection—0
Rhapsody: A Dataset for Highlight Detection in PodcastsCode0
Gameplay Highlights Generation—0
TEMPURA: Temporal Event Masked Prediction and Understanding for Reasoning in ActionCode1
Automatic Detection of Intro and Credits in Video using CLIP and Multihead Attention—0
Multi-modal Fusion and Query Refinement Network for Video Moment Retrieval and Highlight Detection—0
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
1SG-DETR (w/ PT)mAP78—Unverified
2UVCOMmAP77.4—Unverified
3SG-DETRmAP76.7—Unverified
4CG-DETRmAP75.9—Unverified
5FlashVTGmAP75.4—Unverified
6LLMEPETmAP75.3—Unverified
7UMTmAP74.9—Unverified