Large Vision-Language Modeling on Tiny LVLM (test)
64.2VRBard
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BardLLM=Bard2023.12 | 64.2 | 319.6 | 57 | 68.1 | 59.6 | 70.7 | |
| Bard2023.09 | 64.2 | 319.6 | 57 | 68.1 | 59.6 | 70.7 | |
| Qwen-VL-ChatLLM=Qwen-7B2023.12 | 62.4 | 316.8 | 54.5 | 55.1 | 54.8 | 90 | |
| Qwen-VL-Chat2023.09 | 62.4 | 316.8 | 54.5 | 55.1 | 54.8 | 90 | |
| InternVL-ChatLLM=Vicuna-13B2023.12 | 56.4 | 327.6 | 52.3 | 68 | 62 | 89 | |
| InternLM-XComposerLLM=InternLM-7B2023.12 | 55.8 | 322.5 | 53.8 | 64.1 | 61.8 | 87 | |
| InternLM-XComposer2023.09 | 55.8 | 322.5 | 53.8 | 64.1 | 61.8 | 87 | |
| LLaVA-1.5LLM=Vicuna-7B2023.12 | 55.6 | 307.2 | 49 | 57 | 57.2 | 88.3 | |
| LLaVA-1.52023.09 | 55.6 | 307.2 | 49 | 57 | 57.2 | 88.3 | |
| LynxLLM=Vicuna-7B2023.12 | 52.2 | 279.2 | 65.8 | 17.6 | 57.4 | 86.3 | |
| Lynx2023.09 | 52.2 | 279.2 | 65.8 | 17.6 | 57.4 | 86.3 | |
| InstructBLIPLLM=Vicuna-7B2023.12 | 46.7 | 300.6 | 48 | 61.7 | 59.2 | 85 | |
| InstructBLIP2023.09 | 46.7 | 300.6 | 48 | 61.7 | 59.2 | 85 | |
| BLIP-2LLM=FlanT5xl2023.12 | 44.9 | 284.7 | 49 | 64.1 | 44 | 82.7 | |
| BLIP22023.09 | 44.9 | 284.7 | 49 | 64.1 | 44 | 82.7 | |
| LLaMA-Adapter-V2LLM=LLaMA-7B2023.12 | 43.5 | 229.2 | 46.8 | 22.3 | 56 | 60.7 | |
| LLaMA-A-V22023.09 | 43.5 | 229.2 | 46.8 | 22.3 | 56 | 60.7 | |
| LLaVALLM=Vicuna-7B2023.12 | 41.6 | 197 | 38.3 | 18.7 | 49.4 | 49 | |
| OtterLLM=Otter-9B2023.12 | 41.6 | 216.4 | 37 | 15.1 | 52.4 | 74 | |
| LLaVA2023.09 | 41.6 | 197 | 38.3 | 18.7 | 49.4 | 49 | |
| Otter2023.09 | 41.6 | 216.4 | 37 | 15.1 | 52.4 | 74 | |
| MiniGPT-4LLM=Vicuna-7B2023.12 | 37.6 | 192.6 | 37.8 | 17.6 | 49 | 50.7 | |
| MiniGPT-42023.09 | 37.6 | 192.6 | 37.8 | 17.6 | 49 | 50.7 | |
| VisualGLMLLM=ChatGLM-6B2023.12 | 37.3 | 211.9 | 36.3 | 46.9 | 37.6 | 54 | |
| VisualGLM2023.09 | 37.3 | 211.9 | 36.3 | 46.9 | 37.6 | 54 |