Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Benchmark Model Rank Results
object-hallucination-evaluation-on-popeJanus#19F1: 87.0
visual-question-answering-vqa-on-seed-seedbenchJanus#29Accuracy: 63.7
text-to-image-generation-on-wiseJanus#31Overall: 0.23Cultural: 0.16Time: 0.26Space: 0.35Biology: 0.28…
visual-question-answering-vqa-on-mmbench-enJanus#33Accuracy: 69.4
multimodal-reasoning-on-mmmuJanus#136Accuracy: 30.5
visual-question-answering-on-mm-vetJanus#146GPT-4 score: 34.3
text-to-image-generation-on-genevalJanus#154Overall: 0.61