| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| BIMBA: Selective-Scan Compression for Long-Range Video Question Answering | ✓ Link | 77.88 | BIMBA-LLaVA-Qwen2-7B | 2025-03-12 |
| Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context | ✓ Link | 66.7 | Gemini | 2024-03-08 |
| LLaVA-OneVision: Easy Visual Task Transfer | ✓ Link | 58.7 | LLaVA-OneVision-72B | 2024-08-06 |
| LLaVA-OneVision: Easy Visual Task Transfer | ✓ Link | 51.8 | LLaVA-OneVision-7B | 2024-08-06 |
| Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution | ✓ Link | 33.9 | Qwen2-VL-7B | 2024-09-18 |
| LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models | ✓ Link | 20.1 | LLaVA-NeXT-Video-7B | 2024-07-10 |
| VideoChat: Chat-Centric Video Understanding | ✓ Link | 12.4 | VideoChat2 | 2023-05-10 |
| VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs | ✓ Link | 4.5 | VideoLLaMA2 | 2024-06-11 |
| Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models | ✓ Link | 4.1 | VideoChatGPT | 2023-06-08 |