Visual Question Answering on MC-LLaVA
72.8VQA BLEU (Single)GPT4o+Prompt
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPT4o+PromptT (Tokens)=10^12024.11 | 72.8 | 65.1 | 70.1 | |
| MC-LLaVAT (Tokens)=10^1, Auxiliary Loss=true2024.11 | 70.1 | 63.8 | 68.1 | |
| MC-LLaVAT (Tokens)=10^1, Auxiliary Loss=false2024.11 | 67.9 | 61.1 | 65.8 | |
| Yo'LLaVA-ST (Tokens)=10^12024.11 | 64.3 | — | 64.3 | |
| MyVLMT (Tokens)=12024.11 | 64 | — | 64 | |
| PeKitT (Tokens)=02024.11 | 63.5 | 60.1 | 62.3 | |
| Yo'LLaVA-MT (Tokens)=10^12024.11 | 60.4 | 55.7 | 58.8 | |
| RAP-MLLMT (Tokens)=10^22024.11 | 52.4 | 52.3 | 52.4 | |
| LLaVA+PromptT (Tokens)=10^22024.11 | 43.6 | 37.5 | 41.5 | |
| LLaVA+PromptT (Tokens)=10^12024.11 | 42.8 | 36.4 | 40.7 | |
| LLaVAT (Tokens)=02024.11 | 31.7 | 20.8 | 28 |