| Video Instruction Tuning With Synthetic Data | Oct 3, 2024 | 3D Question Answering (3D-QA) | —Unverified | 0 |
| Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting | Oct 1, 2024 | Continual LearningLanguage Modeling | CodeCode Available | 1 |
| VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs | Sep 30, 2024 | EgoSchemaLanguage Modelling | CodeCode Available | 1 |
| Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding | Sep 29, 2024 | DiversityQuestion Answering | —Unverified | 0 |
| Scene-Text Grounding for Text-Based Video Question Answering | Sep 22, 2024 | 2kContrastive Learning | CodeCode Available | 1 |
| ReMEmbR: Building and Reasoning Over Long-Horizon Spatio-Temporal Memory for Robot Navigation | Sep 20, 2024 | DescriptiveQuestion Answering | CodeCode Available | 3 |
| First Place Solution to the Multiple-choice Video QA Track of The Second Perception Test Challenge | Sep 20, 2024 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution | Sep 19, 2024 | document understandingVideo Question Answering | CodeCode Available | 3 |
| Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution | Sep 18, 2024 | Natural Language Visual Grounding | CodeCode Available | 11 |
| Uncertainty-Guided Self-Questioning and Answering for Video-Language Alignment | Sep 17, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| QTG-VQA: Question-Type-Guided Architectural for VideoQA Systems | Sep 14, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Top-down Activity Representation Learning for Video Question Answering | Sep 12, 2024 | Question AnsweringRepresentation Learning | —Unverified | 0 |
| Multi-object event graph representation learning for Video Question Answering | Sep 12, 2024 | Contrastive LearningGraph Representation Learning | —Unverified | 0 |
| Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos | Aug 26, 2024 | FormLanguage Modelling | CodeCode Available | 1 |
| Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models | Aug 22, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| LongVILA: Scaling Long-Context Visual Language Models for Long Videos | Aug 19, 2024 | Video CaptioningVideo Question Answering | CodeCode Available | 0 |
| Continuous Perception Benchmark | Aug 15, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning | Aug 15, 2024 | Answer GenerationQuestion-Answer-Generation | —Unverified | 0 |
| mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models | Aug 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 7 |
| VideoQA in the Era of LLMs: An Empirical Study | Aug 8, 2024 | Multimodal Large Language ModelVideo Question Answering | CodeCode Available | 0 |
| LLaVA-OneVision: Easy Visual Task Transfer | Aug 6, 2024 | 3D Question Answering (3D-QA) | CodeCode Available | 0 |
| Learning Video Context as Interleaved Multimodal Sequences | Jul 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Causal Understanding For Video Question Answering | Jul 23, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding | Jul 22, 2024 | Multiple-choiceQuestion Answering | CodeCode Available | 2 |
| End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling | Jul 21, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
