VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction

Benchmark Model Rank Results
multimodal-reasoning-on-mmmuVQRAE (InternViT-300M, Qwen2.5-7B, 448px)–Accuracy: 61.6
text-to-image-generation-on-dpg-benchVQRAE–DPG-Bench Score: 86.67
text-to-image-generation-on-genevalVQRAE–Overall: 0.76
visual-question-answering-vqa-on-mmbench-enVQRAE (InternViT-300M, Qwen2.5-7B, 448px)–Accuracy: 85.1