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SotA/Computer Vision/Video/TACoS

Video on TACoS

Metric: R@1,IoU=0.5 (higher is better)

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#Model↕R@1,IoU=0.5▼Extra DataPaperDate↕Code
1DeCafNet46.79NoDeCafNet: Delegate and Conquer for Efficient Tem...2025-05-22Code
2SG-DETR (w/ PT)46.4YesSaliency-Guided DETR for Moment Retrieval and Hi...2024-10-02Code
3SG-DETR44.7NoSaliency-Guided DETR for Moment Retrieval and Hi...2024-10-02Code
4LD-DETR44.31NoLD-DETR: Loop Decoder DEtection TRansformer for ...2025-01-18Code
5FlashVTG41.76NoFlashVTG: Feature Layering and Adaptive Score Ha...2024-12-18Code
6BAM-DETR41.54NoBAM-DETR: Boundary-Aligned Moment Detection Tran...2023-11-30Code
7LLMEPET40.12NoPrior Knowledge Integration via LLM Encoding and...2024-07-21Code
8CG-DETR39.61NoCorrelation-Guided Query-Dependency Calibration ...2023-11-15Code
9UVCOM36.39NoBridging the Gap: A Unified Video Comprehension ...2023-11-28Code
10GVL (paragraph-level)36.07NoLearning Grounded Vision-Language Representation...2023-03-11Code
11UniVTG34.97NoUniVTG: Towards Unified Video-Language Temporal ...2023-07-31Code
12GVL34.57NoLearning Grounded Vision-Language Representation...2023-03-11Code
13VLG-Net34.19NoVLG-Net: Video-Language Graph Matching Network f...2020-11-19Code