| Frontiers in Intelligent Colonoscopy | ✓ Link | 94.06 | ColonGPT (w/ LoRA, w/o extra data) | 2024-10-22 |
| LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day | ✓ Link | 93.84 | LLaVA-Med-v1.0 (w/o LoRA, w/ extra data) | 2023-06-01 |
| MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices | ✓ Link | 93.64 | MobileVLM-1.7B (w/ LoRA, w/ extra data) | 2023-12-28 |
| LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day | ✓ Link | 93.62 | LLaVA-Med-v1.5 (w/ LoRA, w/o extra data) | 2023-06-01 |
| LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day | ✓ Link | 93.52 | LLaVA-Med-v1.0 (w/o LoRA, w/o extra data) | 2023-06-01 |
| Improved Baselines with Visual Instruction Tuning | ✓ Link | 93.33 | LLaVA-v1.5 (w/ LoRA, w/ extra data) | 2023-10-05 |
| Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models | ✓ Link | 93.24 | MGM-2B (w/o LoRA, w/ extra data) | 2024-03-27 |
| MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices | ✓ Link | 93.02 | MobileVLM-1.7B (w/o LoRA, w/ extra data) | 2023-12-28 |
| Improved Baselines with Visual Instruction Tuning | ✓ Link | 92.97 | LLaVA-v1.5 (w/ LoRA, w/o extra data) | 2023-10-05 |
| Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models | ✓ Link | 92.97 | MGM-2B (w/o LoRA, w/o extra data) | 2024-03-27 |
| Efficient Multimodal Learning from Data-centric Perspective | ✓ Link | 92.47 | Bunny-v1.0-3B (w/ LoRA, w/ extra data) | 2024-02-18 |
| MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning | ✓ Link | 91.49 | MiniGPT-v2 (w/ LoRA, w/o extra data) | 2023-10-14 |
| Efficient Multimodal Learning from Data-centric Perspective | ✓ Link | 91.16 | Bunny-v1.0-3B (w/ LoRA, w/o extra data) | 2024-02-18 |
| MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning | ✓ Link | 90.00 | MiniGPT-v2 (w/ LoRA, w/ extra data) | 2023-10-14 |
| Visual Instruction Tuning | ✓ Link | 89.61 | LLaVA-v1 (w/ LoRA, w/ extra data) | 2023-04-17 |
| Visual Instruction Tuning | ✓ Link | 87.86 | LLaVA-v1 (w/ LoRA, w/o extra data) | 2023-04-17 |
| LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day | ✓ Link | 87.22 | LLaVA-Med-v1.5 (w/ LoRA, w/ extra data) | 2023-06-01 |