| Agentic Keyframe Search for Video Question Answering | Mar 20, 2025 | EgoSchemaQuestion Answering | CodeCode Available | 1 | 5 |
| VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation | Jun 8, 2021 | Multi-Task LearningQuestion Answering | CodeCode Available | 1 | 5 |
| LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling | Jun 14, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant | Nov 30, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 | 5 |
| Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling | Oct 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Grounded Question-Answering in Long Egocentric Videos | Dec 11, 2023 | Video GroundingVideo Question Answering | CodeCode Available | 1 | 5 |
| Paxion: Patching Action Knowledge in Video-Language Foundation Models | May 18, 2023 | Action UnderstandingDiagnostic | CodeCode Available | 1 | 5 |
| Multi-granularity Contrastive Cross-modal Collaborative Generation for End-to-End Long-term Video Question Answering | Oct 12, 2024 | Answer GenerationBlocking | CodeCode Available | 1 | 5 |
| Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos | Aug 26, 2024 | FormLanguage Modelling | CodeCode Available | 1 | 5 |
| Encoding and Controlling Global Semantics for Long-form Video Question Answering | May 30, 2024 | FormQuestion Answering | CodeCode Available | 1 | 5 |
| Glance and Focus: Memory Prompting for Multi-Event Video Question Answering | Jan 3, 2024 | Action DetectionHuman-Object Interaction Detection | CodeCode Available | 1 | 5 |
| CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions | Dec 8, 2020 | counterfactualDescriptive | CodeCode Available | 1 | 5 |
| Location-aware Graph Convolutional Networks for Video Question Answering | Aug 7, 2020 | Action Recognitiongraph construction | CodeCode Available | 1 | 5 |
| Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling | Feb 11, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 | 5 |
| VideoCon: Robust Video-Language Alignment via Contrast Captions | Nov 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Visual Commonsense-aware Representation Network for Video Captioning | Nov 17, 2022 | Caption GenerationQuestion Answering | CodeCode Available | 1 | 5 |
| FriendsQA: A New Large-Scale Deep Video Understanding Dataset with Fine-grained Topic Categorization for Story Videos | Dec 22, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 | 5 |
| TutorialVQA: Question Answering Dataset for Tutorial Videos | Dec 2, 2019 | Question AnsweringVideo Question Answering | CodeCode Available | 0 | 5 |
| TVQA: Localized, Compositional Video Question Answering | Sep 5, 2018 | Video Question Answering | CodeCode Available | 0 | 5 |
| ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos | Nov 2, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework | Apr 9, 2021 | Language ModellingMultiple-choice | CodeCode Available | 0 | 5 |
| Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval | Jun 5, 2022 | RetrievalSentence | CodeCode Available | 0 | 5 |
| TVQA+: Spatio-Temporal Grounding for Video Question Answering | Apr 25, 2019 | Question AnsweringVideo Question Answering | CodeCode Available | 0 | 5 |
| Eyes on the Road: State-of-the-Art Video Question Answering Models Assessment for Traffic Monitoring Tasks | Dec 2, 2024 | Multi-Object TrackingObject Tracking | CodeCode Available | 0 | 5 |
| Extending Compositional Attention Networks for Social Reasoning in Videos | Oct 3, 2022 | Question AnsweringVideo Question Answering | CodeCode Available | 0 | 5 |
