| Frontiers in Intelligent Colonoscopy | ✓ Link | 83.24 | ColonGPT (w/ LoRA, w/o extra data) | 2024-10-22 |
| Improved Baselines with Visual Instruction Tuning | ✓ Link | 80.89 | LLaVA-v1.5
(w/ LoRA, w/ extra data) | 2023-10-05 |
| MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices | ✓ Link | 80.44 | MobileVLM-1.7B
(w/ LoRA, w/ extra data) | 2023-12-28 |
| Efficient Multimodal Learning from Data-centric Perspective | ✓ Link | 79.50 | Bunny-v1.0-3B
(w/ LoRA, w/ extra data) | 2024-02-18 |
| LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day | ✓ Link | 79.24 | LLaVA-Med-v1.5
(w/ LoRA, w/o extra data) | 2023-06-01 |
| Improved Baselines with Visual Instruction Tuning | ✓ Link | 79.10 | LLaVA-v1.5
(w/ LoRA, w/o extra data) | 2023-10-05 |
| Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models | ✓ Link | 78.99 | 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 | 78.75 | MobileVLM-1.7B
(w/o LoRA, w/ extra data) | 2023-12-28 |
| Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models | ✓ Link | 78.69 | MGM-2B
(w/o LoRA, w/ extra data) | 2024-03-27 |
| LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day | ✓ Link | 78.04 | LLaVA-Med-v1.0
(w/o LoRA, w/o extra data) | 2023-06-01 |
| MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning | ✓ Link | 77.93 | 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 | 77.38 | LLaVA-Med-v1.0
(w/o LoRA, w/ extra data) | 2023-06-01 |
| MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning | ✓ Link | 76.82 | MiniGPT-v2
(w/ LoRA, w/ extra data) | 2023-10-14 |
| Efficient Multimodal Learning from Data-centric Perspective | ✓ Link | 75.50 | Bunny-v1.0-3B
(w/ LoRA, w/o extra data) | 2024-02-18 |
| Visual Instruction Tuning | ✓ Link | 72.08 | 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 | 66.51 | LLaVA-Med-v1.5
(w/ LoRA, w/ extra data) | 2023-06-01 |
| Visual Instruction Tuning | ✓ Link | 42.17 | LLaVA-v1
(w/ LoRA, w/ extra data) | 2023-04-17 |