| Frontiers in Intelligent Colonoscopy | ✓ Link | 99.96 | ColonGPT (w/ LoRA, w/o extra data) | 2024-10-22 |
| Improved Baselines with Visual Instruction Tuning | ✓ Link | 99.32 | LLaVA-v1.5
(w/ LoRA, w/ extra data) | 2023-10-05 |
| LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day | ✓ Link | 99.3 | LLaVA-Med-v1.5
(w/ LoRA, w/o extra data) | 2023-06-01 |
| Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models | ✓ Link | 98.75 | MGM-2B
(w/o LoRA, w/ extra data) | 2024-03-27 |
| Improved Baselines with Visual Instruction Tuning | ✓ Link | 98.58 | LLaVA-v1.5
(w/ LoRA, w/o extra data) | 2023-10-05 |
| Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models | ✓ Link | 98.17 | MGM-2B
(w/o LoRA, w/o extra data) | 2024-03-27 |
| MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices | ✓ Link | 97.87 | MobileVLM-1.7B
(w/ LoRA, w/ extra data) | 2023-12-28 |
| MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices | ✓ Link | 97.78 | MobileVLM-1.7B
(w/o LoRA, w/ extra data) | 2023-12-28 |
| LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day | ✓ Link | 97.74 | LLaVA-Med-v1.0
(w/o LoRA, w/o extra data) | 2023-06-01 |
| LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day | ✓ Link | 97.35 | LLaVA-Med-v1.0
(w/o LoRA, w/ extra data) | 2023-06-01 |
| Efficient Multimodal Learning from Data-centric Perspective | ✓ Link | 96.61 | Bunny-v1.0-3B
(w/ LoRA, w/o extra data) | 2024-02-18 |
| Efficient Multimodal Learning from Data-centric Perspective | ✓ Link | 96.02 | 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 | 94.69 | MiniGPT-v2
(w/ LoRA, w/o extra data) | 2023-10-14 |
| LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day | ✓ Link | 90.4 | LLaVA-Med-v1.5
(w/ LoRA, w/ extra data) | 2023-06-01 |
| MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning | ✓ Link | 87.65 | MiniGPT-v2
(w/ LoRA, w/ extra data) | 2023-10-14 |
| Visual Instruction Tuning | ✓ Link | 86.87 | LLaVA-v1
(w/ LoRA, w/ extra data) | 2023-04-17 |
| Visual Instruction Tuning | ✓ Link | 84.55 | LLaVA-v1
(w/ LoRA, w/o extra data) | 2023-04-17 |