| VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs | Sep 30, 2024 | EgoSchemaLanguage Modelling | CodeCode Available | 1 |
| Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model | Aug 1, 2024 | EgoSchemaLanguage Modeling | —Unverified | 0 |
| VDMA: Video Question Answering with Dynamically Generated Multi-Agents | Jul 4, 2024 | EgoSchemaQuestion Answering | —Unverified | 0 |
| HCQA @ Ego4D EgoSchema Challenge 2024 | Jun 22, 2024 | Caption Generation | CodeCode Available | 1 |
| DrVideo: Document Retrieval Based Long Video Understanding | Jun 18, 2024 | document understandingEgoSchema | —Unverified | 0 |
| Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA | Jun 13, 2024 | AllEgoSchema | CodeCode Available | 1 |
| VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos | May 29, 2024 | EgoSchemaMME | CodeCode Available | 2 |
| TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment | May 22, 2024 | EgoSchemaVideo Understanding | CodeCode Available | 1 |
| MoReVQA: Exploring Modular Reasoning Models for Video Question Answering | Apr 9, 2024 | EgoSchemaMultiple-choice | —Unverified | 0 |
| Language Repository for Long Video Understanding | Mar 21, 2024 | EgoSchemaQuestion Answering | CodeCode Available | 1 |
