| TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models | Nov 17, 2024 | MVBenchVideo-based Generative Performance Benchmarking | CodeCode Available | 1 |
| Enhancing Temporal Modeling of Video LLMs via Time Gating | Oct 8, 2024 | MVBenchQuestion Answering | CodeCode Available | 0 |
| VideoLLaMB: Long-context Video Understanding with Recurrent Memory Bridges | Sep 2, 2024 | GPUMVBench | —Unverified | 0 |
| CogVLM2: Visual Language Models for Image and Video Understanding | Aug 29, 2024 | MM-VetMVBench | CodeCode Available | 9 |
| Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos | Aug 26, 2024 | Large Language ModelMVBench | CodeCode Available | 2 |
| VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding | Jun 13, 2024 | Dense Video CaptioningMVBench | CodeCode Available | 3 |
| PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning | Apr 25, 2024 | Dense CaptioningMVBench | CodeCode Available | 4 |
| ST-LLM: Large Language Models Are Effective Temporal Learners | Mar 30, 2024 | MVBenchReading Comprehension | CodeCode Available | 2 |
| MVBench: A Comprehensive Multi-modal Video Understanding Benchmark | Nov 28, 2023 | 3D Question Answering (3D-QA)Diagnostic | CodeCode Available | 2 |
