| VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding | Oct 11, 2024 | HallucinationMoment Retrieval | CodeCode Available | 1 |
| Saliency-Guided DETR for Moment Retrieval and Highlight Detection | Oct 2, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 1 |
| Show and Guide: Instructional-Plan Grounded Vision and Language Model | Sep 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| EAGLE: Egocentric AGgregated Language-video Engine | Sep 26, 2024 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Language-based Audio Moment Retrieval | Sep 24, 2024 | audio moment retrievalMoment Retrieval | CodeCode Available | 3 |
| D&M: Enriching E-commerce Videos with Sound Effects by Key Moment Detection and SFX Matching | Aug 23, 2024 | Highlight DetectionMoment Retrieval | —Unverified | 0 |
| QD-VMR: Query Debiasing with Contextual Understanding Enhancement for Video Moment Retrieval | Aug 23, 2024 | Contrastive LearningMoment Retrieval | —Unverified | 0 |
| Disentangle and denoise: Tackling context misalignment for video moment retrieval | Aug 14, 2024 | DenoisingDisentanglement | —Unverified | 0 |
| Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection | Aug 6, 2024 | audio moment retrievalHighlight Detection | CodeCode Available | 3 |
| SLVideo: A Sign Language Video Moment Retrieval Framework | Jul 22, 2024 | Moment RetrievalRetrieval | —Unverified | 0 |
| Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval | Jul 21, 2024 | General KnowledgeHighlight Detection | CodeCode Available | 2 |
| Multi-sentence Video Grounding for Long Video Generation | Jul 18, 2024 | Moment RetrievalRetrieval | —Unverified | 0 |
| EA-VTR: Event-Aware Video-Text Retrieval | Jul 10, 2024 | Action RecognitionContrastive Learning | —Unverified | 0 |
| TVR-Ranking: A Dataset for Ranked Video Moment Retrieval with Imprecise Queries | Jul 9, 2024 | Moment RetrievalRetrieval | CodeCode Available | 0 |
| SHINE: Saliency-aware HIerarchical NEgative Ranking for Compositional Temporal Grounding | Jul 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| The Surprising Effectiveness of Multimodal Large Language Models for Video Moment Retrieval | Jun 26, 2024 | Action LocalizationMoment Retrieval | CodeCode Available | 2 |
| MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval | Jun 25, 2024 | cross-modal alignmentMoment Retrieval | —Unverified | 0 |
| 2DP-2MRC: 2-Dimensional Pointer-based Machine Reading Comprehension Method for Multimodal Moment Retrieval | Jun 10, 2024 | Boundary DetectionMachine Reading Comprehension | —Unverified | 0 |
| Hybrid-Learning Video Moment Retrieval across Multi-Domain Labels | Jun 3, 2024 | Moment RetrievalRetrieval | —Unverified | 0 |
| VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding | May 22, 2024 | Dense Video CaptioningHighlight Detection | CodeCode Available | 2 |
| Context-Enhanced Video Moment Retrieval with Large Language Models | May 21, 2024 | cross-modal alignmentLanguage Modeling | —Unverified | 0 |
| MLP: Motion Label Prior for Temporal Sentence Localization in Untrimmed 3D Human Motions | Apr 21, 2024 | Moment RetrievalSentence | CodeCode Available | 1 |
| Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection | Apr 14, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 1 |
| UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection | Apr 7, 2024 | Action DetectionMoment Queries | CodeCode Available | 2 |
| R^2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding | Apr 2, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 0 |
