DeepAlign: Mitigating Modality Conflict through Modality-Specific Alignment

Benchmark Model Rank Results
multimodal-reasoning-on-mmmuDeepAlign (InternVL3-8B)–Accuracy: 63.7
optical-character-recognition-ocr-on-ocrbenchDeepAlign (InternVL3-8B)–Score: 890
vision-language-understanding-on-mmstarDeepAlign (InternVL3-8B)–Accuracy: 69.8
visual-question-answering-vqa-on-realworldqaDeepAlign (InternVL3-8B)–Accuracy: 71.6