Visual Perception Evaluation on MME Perception
1,714Perception ScoreMoAI
Evaluation results
| Method | Links | |
|---|---|---|
| MoAIZero-shot=true, Number of Parameters=7B2024.03 | 1,714 | |
| ShareGPT4VZero-shot=true, Number of Parameters=7B2024.03 | 1,567 | |
| LLaVA-1.5-13BLLM=Vicuna-13B, Image Size=336x336, Pre-train Sample Size=558K, Fine-tune Sample Size=665K2023.10 | 1,531.3 | |
| LLaVA1.5Zero-shot=true, Number of Parameters=13B2024.03 | 1,531 | |
| Intern-XCZero-shot=true, Number of Parameters=7B2024.03 | 1,528 | |
| LLaVA1.5Zero-shot=true, Number of Parameters=7B2024.03 | 1,511 | |
| LLaVA-1.5-7BLLM=Vicuna-7B, Image Size=336x336, Pre-train Sample Size=558K, Fine-tune Sample Size=665K2023.10 | 1,510.7 | |
| LLaVA-1.5-13B-HDLLM=Vicuna-13B, Image Size=448x448, Pre-train Sample Size=558K, Fine-tune Sample Size=665K2023.10 | 1,500.1 | |
| Qwen-VL-ChatZero-shot=true, Number of Parameters=7B2024.03 | 1,488 | |
| Qwen-VL-ChatLLM=Qwen-7B, Image Size=448x448, Pre-train Sample Size=1.4B*, Fine-tune Sample Size=50M+2023.10 | 1,487.5 | |
| mPLUG-Owl2Zero-shot=true, Number of Parameters=7B2024.03 | 1,450 | |
| BLIP2Zero-shot=true, Number of Parameters=13B2024.03 | 1,294 | |
| BLIP2-14BLLM=Vicuna-13B, Image Size=224x224, Pre-train Sample Size=129M2023.10 | 1,293.8 | |
| OtterZero-shot=true, Number of Parameters=7B2024.03 | 1,292 | |
| InstructBLIPZero-shot=true, Number of Parameters=13B2024.03 | 1,213 | |
| InstructBLIP-14BLLM=Vicuna-13B, Image Size=224x224, Pre-train Sample Size=129M, Fine-tune Sample Size=1.2M2023.10 | 1,212.8 | |
| mPLUG-OwlZero-shot=true, Number of Parameters=7B2024.03 | 967 | |
| LLaVA-7BLLM=Vicuna-7B2023.10 | 809.6 | |
| LLaVAZero-shot=true, Number of Parameters=7B2024.03 | 807 | |
| MiniGPT-4Zero-shot=true, Number of Parameters=7B2024.03 | 582 |