Multimodal Cognitive and Perceptual Evaluation on MME (full)
1,531.3Composite ScoreLLaVA-1.5
Evaluation results
| Method | Links | |
|---|---|---|
| LLaVA-1.5LLM=Vicuna-13B, PT=558K, IT=665K2024.03 | 1,531.3 | |
| LLaVA-1.5LLM=Vicuna-7B, PT=558K, IT=665K2024.03 | 1,510.7 | |
| Qwen-VL-ChatLLM=Qwen-7B, PT=1.4B, IT=50M2024.03 | 1,487.5 | |
| VL-MambaLLM=Mamba LLM-2.8B, PT=558K, IT=665K2024.03 | 1,369.6 | |
| LLaVA-PhiLLM=Phi-2-2.7B, PT=558K, IT=665K2024.03 | 1,335.1 | |
| BLIP-2LLM=Vicuna-13B, PT=129M2024.03 | 1,293.8 | |
| OtterLLM=LLaMA-7B2024.03 | 1,292.3 | |
| MobileVLM-3BLLM=MobileLLaMA-2.7B, PT=558K, IT=665K2024.03 | 1,288.9 | |
| InstructBLIPLLM=Vicuna-13B, PT=129M, IT=1.2M2024.03 | 1,212.8 | |
| mPLUG-OwlLLM=LLaMA-7B, PT=2.1M, IT=102K2024.03 | 967.3 | |
| MiniGPT-4LLM=Vicuna-7B, PT=5M, IT=5K2024.03 | 581.7 |