LatentUMM: Dual Latent Alignment for Unified Multimodal Models

Benchmark Model Rank Results
visual-question-answering-on-mm-vetBagel (14B) + LatentUMM#16GPT-4 score: 67.2
image-generation-on-wiseBagel (14B) + LatentUMM#40Overall: 0.418
text-to-image-generation-on-dpg-benchHarmon + LatentUMM#53DPG-Bench Score: 85.74
multimodal-reasoning-on-mmmuBagel (14B) + LatentUMM#85Accuracy: 53.2