LLaVA-NeXT: Improved reasoning, OCR, and world knowledge

Benchmark Model Rank Results
object-hallucination-evaluation-on-popeLLaVA-NeXT-34B#9F1: 87.73
visual-question-answering-vqa-on-mmeLLaVA-NeXT-34B#13Score: 2028
visual-question-answering-vqa-on-seed-seedbenchLLaVA-NeXT-34B#13Accuracy: 75.9
visual-question-answering-vqa-on-mmbench-cnLLaVA-NeXT-34B#14Accuracy: 79
visual-question-answering-vqa-on-mmbench-enLLaVA-NeXT-34B#23Accuracy: 79.3
visual-question-answering-on-mm-vetLLaVA-NeXT-34B#52GPT-4 score: 57.4
multimodal-reasoning-on-mmmuLLaVA-NeXT-34B#95Accuracy: 51.1
multimodal-reasoning-on-mathvistaLLaVA-NeXT-34B#108Accuracy: 46.5