| Agentic Keyframe Search for Video Question Answering | Mar 20, 2025 | EgoSchemaQuestion Answering | CodeCode Available | 1 |
| Large Language Models are Temporal and Causal Reasoners for Video Question Answering | Oct 24, 2023 | Natural Language UnderstandingQuestion Answering | CodeCode Available | 1 |
| LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling | Jun 14, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions | May 18, 2021 | Question AnsweringVideo Question Answering | CodeCode Available | 1 |
| BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning | Sep 27, 2023 | GPUVideo-based Generative Performance Benchmarking | CodeCode Available | 1 |
| AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant | Nov 30, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 |
| TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering | Apr 1, 2024 | Question AnsweringVideo Question Answering | CodeCode Available | 1 |
| Grounded Question-Answering in Long Egocentric Videos | Dec 11, 2023 | Video GroundingVideo Question Answering | CodeCode Available | 1 |
| Learning to Answer Visual Questions from Web Videos | May 10, 2022 | Dataset GenerationQuestion Answering | CodeCode Available | 1 |
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| Glance and Focus: Memory Prompting for Multi-Event Video Question Answering | Jan 3, 2024 | Action DetectionHuman-Object Interaction Detection | CodeCode Available | 1 |
| CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions | Dec 8, 2020 | counterfactualDescriptive | CodeCode Available | 1 |
| Shot2Story20K: A New Benchmark for Comprehensive Understanding of Multi-shot Videos | Dec 16, 2023 | Video Captioningvideo narration captioning | CodeCode Available | 1 |
| Video Graph Transformer for Video Question Answering | Jul 12, 2022 | Question AnsweringRelation | CodeCode Available | 1 |
| Advancing Egocentric Video Question Answering with Multimodal Large Language Models | Apr 6, 2025 | Object RecognitionQuestion Answering | —Unverified | 0 |
| Contrastive Video-Language Learning with Fine-grained Frame Sampling | Oct 10, 2022 | Question AnsweringRepresentation Learning | —Unverified | 0 |
| Frame-Voyager: Learning to Query Frames for Video Large Language Models | Oct 4, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Frame-Subtitle Self-Supervision for Multi-Modal Video Question Answering | Sep 8, 2022 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Continuous Perception Benchmark | Aug 15, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| MMTF: Multi-Modal Temporal Fusion for Commonsense Video Question Answering | Oct 6, 2023 | counterfactualQuestion Answering | —Unverified | 0 |
| Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering | Dec 12, 2024 | feature selectionLanguage Modeling | —Unverified | 0 |
| Flexible Frame Selection for Efficient Video Reasoning | Jan 1, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Review of Deep Learning for Video Captioning | Apr 22, 2023 | Deep LearningDense Video Captioning | —Unverified | 0 |
