| DrVideo: Document Retrieval Based Long Video Understanding | Jun 18, 2024 | document understandingEgoSchema | —Unverified | 0 | 0 |
| ENTER: Event Based Interpretable Reasoning for VideoQA | Jan 24, 2025 | Code GenerationEgoSchema | —Unverified | 0 | 0 |
| Espresso: High Compression For Rich Extraction From Videos for Your Vision-Language Model | Dec 6, 2024 | EgoSchemaLanguage Modeling | —Unverified | 0 | 0 |
| Four Eyes Are Better Than Two: Harnessing the Collaborative Potential of Large Models via Differentiated Thinking and Complementary Ensembles | May 22, 2025 | EgoSchemaFew-Shot Learning | —Unverified | 0 | 0 |
| LongViTU: Instruction Tuning for Long-Form Video Understanding | Jan 9, 2025 | EgoSchemaForm | —Unverified | 0 | 0 |
| MaxInfo: A Training-Free Key-Frame Selection Method Using Maximum Volume for Enhanced Video Understanding | Feb 5, 2025 | DiversityEgoSchema | —Unverified | 0 | 0 |
| Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model | Aug 1, 2024 | EgoSchemaLanguage Modeling | —Unverified | 0 | 0 |
| M-LLM Based Video Frame Selection for Efficient Video Understanding | Feb 27, 2025 | EgoSchemaLanguage Modeling | —Unverified | 0 | 0 |
| MoReVQA: Exploring Modular Reasoning Models for Video Question Answering | Apr 9, 2024 | EgoSchemaMultiple-choice | —Unverified | 0 | 0 |
| RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph | May 6, 2025 | EgoSchemaRetrieval | —Unverified | 0 | 0 |
| Text-Conditioned Resampler For Long Form Video Understanding | Dec 19, 2023 | EgoSchemaForm | —Unverified | 0 | 0 |
| Understanding Long Videos via LLM-Powered Entity Relation Graphs | Jan 27, 2025 | EgoSchemaLarge Language Model | —Unverified | 0 | 0 |
| VDMA: Video Question Answering with Dynamically Generated Multi-Agents | Jul 4, 2024 | EgoSchemaQuestion Answering | —Unverified | 0 | 0 |
| VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding | Mar 18, 2024 | EgoSchemaVideo Understanding | —Unverified | 0 | 0 |
| VideoSAVi: Self-Aligned Video Language Models without Human Supervision | Dec 1, 2024 | EgoSchemaMVBench | —Unverified | 0 | 0 |
