Subject Recognition on Personalized Subject Recognition 40 subjects 1.0 (test)
94.9Positive AccuracyYo'LLaVA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Yo'LLaVAPrompt Type=Learnable, Number of Tokens=162024.06 | 94.9 | 89.8 | 92.4 | |
| GPT-4V + PromptPrompt Type=Image, Number of Tokens=~5k2024.06 | 85.1 | 99.8 | 92.5 | |
| GPT-4V + PromptPrompt Type=Image, Number of Tokens=~1k2024.06 | 80.9 | 99.2 | 90.1 | |
| LLaVA + PromptPrompt Type=Text, Number of Tokens=~162024.06 | 74 | 90.3 | 82.2 | |
| LLaVA + PromptPrompt Type=Human, Number of Tokens=~162024.06 | 73.4 | 90.3 | 81.9 | |
| GPT-4V + PromptPrompt Type=Text, Number of Tokens=~162024.06 | 69.7 | 97.9 | 83.8 | |
| GPT-4V + PromptPrompt Type=Human, Number of Tokens=~162024.06 | 69.6 | 98.5 | 84.1 | |
| LLaVA + PromptPrompt Type=Text, Number of Tokens=~1.3k2024.06 | 32 | 98 | 65 | |
| LLaVAPrompt Type=0, Number of Tokens=02024.06 | 0 | 100 | 50 |