Visual Question Answering 1

Best model: RLAIF-V 12B

Best model: GPT-4V

Best model: NeSyCoCo Neuro-Symbolic

Best model: SOBA

Best model: OFA

Best model: Gemini 1.5 Pro (gemini-1.5-pro-002)

Best model: Emu-14B

Best model: LLaVA-InternLM2-ViT + MoSLoRA

Best model: Aurora (ours, r=64) Aurora (ours, r=64)

Best model: PromptCap

Best model: IVM-Enhanced GPT4-V

Best model: GPT-4V-turbo-detail:high (Visual Prompt)

Best model: LayoutT5 (Large)

Best model: Emu-I *

Best model: RLHF-V

Best model: BLIP-2 ViT-G OPT 6.7B (fine-tuned)

Best model: LXMERT (low-magnitude pruning)