Perception on MMStar latest (test)
67.2CPGPT-4o
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GPT-4oInstruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 67.2 | 51.6 | 63.2 | 56.4 | 52 | 36.8 | 54.5 | |
| GPT-4vInstruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 67.2 | 43.6 | 56.8 | 46.8 | 42 | 30.8 | 47.9 | |
| InternVL-Chat-v1.5Instruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 65.6 | 42.4 | 56.4 | 50.8 | 46.8 | 28 | 48.3 | |
| LLaVA-NeXT (Yi-34B)Instruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 64.4 | 37.2 | 50 | 34 | 39.2 | 24.8 | 41.6 | |
| GPT-4oInstruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 64 | 41.6 | 54.4 | 51.6 | 47.6 | 31.2 | 48.4 | |
| LLaVA-NeXT (Vicuna-13B)Instruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 63.2 | 38.8 | 49.2 | 38.8 | 37.6 | 23.2 | 41.8 | |
| LLaVA-NeXT (Vicuna-7B)Instruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 63.2 | 28.8 | 46.4 | 40.8 | 34 | 22.8 | 39.3 | |
| LLaVA-NeXT (Mistral-7B)Instruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 62.8 | 36.4 | 53.6 | 42 | 35.2 | 26.4 | 42.7 | |
| GPT-4vInstruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 62.4 | 33.2 | 51.2 | 39.2 | 44.4 | 32.8 | 43.9 | |
| Qwen-VL-MaxInstruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 62.4 | 28.8 | 49.2 | 45.2 | 37.2 | 21.2 | 40.7 | |
| Qwen-VL-MaxInstruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 62.4 | 36 | 54.8 | 46.4 | 38 | 24 | 43.6 | |
| GeminiPro-VInstruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 61.2 | 35.2 | 53.2 | 47.6 | 48.4 | 19.2 | 44.1 | |
| DeepSeek-VL-7BInstruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 61.2 | 34.8 | 54.4 | 42.8 | 45.2 | 25.2 | 43.9 | |
| MiniCPM-V-2Instruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 61.2 | 30.4 | 52 | 44.4 | 40.8 | 22.8 | 41.9 | |
| InternLM-XComposer2Instruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 60.8 | 39.2 | 58.4 | 47.6 | 42.4 | 19.6 | 44.7 | |
| LLaVA-NeXT (Mistral-7B)Instruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 60.8 | 30.8 | 49.6 | 37.6 | 36.8 | 20.4 | 39.3 | |
| LLaVA-NeXT (Vicuna-13B)Instruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 60.8 | 38 | 48.8 | 35.2 | 43.6 | 20.8 | 41.2 | |
| LLaVA-NeXT (Yi-34B)Instruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 60 | 41.6 | 52.4 | 44 | 40.8 | 25.2 | 44 | |
| InternVL-Chat-v1.5Instruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 59.2 | 33.2 | 51.2 | 42.8 | 40.4 | 30.4 | 42.9 | |
| GeminiPro-VInstruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 57.2 | 36 | 51.6 | 43.2 | 45.6 | 23.2 | 42.8 | |
| DeepSeek-VL-7BInstruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 57.2 | 31.6 | 49.6 | 42 | 43.6 | 24 | 41.3 | |
| LLaVA-NeXT (Vicuna-7B)Instruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 56.8 | 37.6 | 47.2 | 42.4 | 36.4 | 21.6 | 40.3 | |
| InternLM-XComposer2Instruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 56 | 32 | 54.8 | 33.6 | 37.2 | 20.8 | 39.1 | |
| MiniCPM-V-2Instruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 55.6 | 28.4 | 49.2 | 39.6 | 38.4 | 19.2 | 38.4 | |
| LLaVA-v1.5-13BInstruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 54.8 | 28.8 | 48.8 | 37.6 | 32 | 20 | 37 | |
| mPLUG-Owl2Instruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 53.2 | 34.4 | 45.2 | 38.8 | 38.8 | 23.6 | 39 | |
| LLaVA-v1.5-7BInstruction Type=Query-Specific Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 50.8 | 31.6 | 50.4 | 38.8 | 32 | 25.2 | 38.1 | |
| LLaVA-v1.5-7BInstruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 48.8 | 29.6 | 48 | 34.4 | 27.6 | 17.2 | 34.3 | |
| mPLUG-Owl2Instruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 47.2 | 24 | 45.2 | 33.6 | 28.8 | 18.8 | 32.9 | |
| LLaVA-v1.5-13BInstruction Type=Generic Instruction, Reasoning Module=GPT-3.5-Turbo-0125, Evaluation Framework=Prism2024.06 | 45.2 | 28.4 | 45.2 | 35.6 | 30 | 17.2 | 33.6 |