| MIST: Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering | Dec 19, 2022 | FormQuestion Answering | CodeCode Available | 1 |
| DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy Minimization | Jun 1, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 |
| Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos | Mar 17, 2025 | BenchmarkingQuestion Answering | CodeCode Available | 1 |
| IntentQA: Context-aware Video Intent Reasoning | Jan 1, 2023 | Contrastive LearningVideo Question Answering | CodeCode Available | 1 |
| Hierarchical Conditional Relation Networks for Video Question Answering | Feb 25, 2020 | Audio-Visual Question Answering (AVQA)Question 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 |
| MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning | Jan 13, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| DAM: Dynamic Adapter Merging for Continual Video QA Learning | Mar 13, 2024 | Continual Learningimage-classification | CodeCode Available | 1 |
| HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training | May 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling | Jun 14, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models | Mar 23, 2023 | Auxiliary LearningMultimodal Sentiment Analysis | CodeCode Available | 1 |
| HCQA @ Ego4D EgoSchema Challenge 2024 | Jun 22, 2024 | Caption Generation | CodeCode Available | 1 |
| HawkEye: Training Video-Text LLMs for Grounding Text in Videos | Mar 15, 2024 | Video GroundingVideo Question Answering | CodeCode Available | 1 |
| Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge | Feb 25, 2024 | Computational EfficiencyLanguage Modelling | CodeCode Available | 1 |
| Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners | May 22, 2022 | AttributeAutomatic Speech Recognition | CodeCode Available | 1 |
| Just Ask: Learning to Answer Questions from Millions of Narrated Videos | Dec 1, 2020 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| Agentic Keyframe Search for Video Question Answering | Mar 20, 2025 | EgoSchemaQuestion Answering | CodeCode Available | 1 |
| Learning to Answer Visual Questions from Web Videos | May 10, 2022 | Dataset GenerationQuestion Answering | CodeCode Available | 1 |
| A Comprehensive Review of the Video-to-Text Problem | Mar 27, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 |
| Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions | Jul 17, 2020 | Question AnsweringVideo Question Answering | CodeCode Available | 1 |
| Can I Trust Your Answer? Visually Grounded Video Question Answering | Sep 4, 2023 | Grounded Video Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Scene-Text Grounding for Text-Based Video Question Answering | Sep 22, 2024 | 2kContrastive Learning | CodeCode Available | 1 |
| Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling | Oct 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Shot2Story20K: A New Benchmark for Comprehensive Understanding of Multi-shot Videos | Dec 16, 2023 | Video Captioningvideo narration captioning | CodeCode Available | 1 |
| AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant | Nov 30, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 |
