| LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts | May 20, 2025 | Caption GenerationRetrieval | CodeCode Available | 1 |
| Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives | May 20, 2025 | Caption GenerationContrastive Learning | —Unverified | 0 |
| VideoMultiAgents: A Multi-Agent Framework for Video Question Answering | Apr 25, 2025 | Caption GenerationEgoSchema | CodeCode Available | 1 |
| TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation | Apr 24, 2025 | Caption GenerationDense Video Captioning | —Unverified | 0 |
| Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training | Apr 17, 2025 | Caption GenerationHallucination | —Unverified | 0 |
| 3D CoCa: Contrastive Learners are 3D Captioners | Apr 13, 2025 | 3D dense captioningCaption Generation | CodeCode Available | 0 |
| Group-based Distinctive Image Captioning with Memory Difference Encoding and Attention | Apr 3, 2025 | Caption GenerationContrastive Learning | —Unverified | 0 |
| Identifying Multi-modal Knowledge Neurons in Pretrained Transformers via Two-stage Filtering | Mar 29, 2025 | Caption Generationknowledge editing | —Unverified | 0 |
| LaPIG: Cross-Modal Generation of Paired Thermal and Visible Facial Images | Mar 20, 2025 | Caption GenerationDiversity | —Unverified | 0 |
| Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic Cognition | Mar 16, 2025 | Caption GenerationImage Captioning | CodeCode Available | 1 |