OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks

Benchmark Model Rank Results
visual-grounding-on-refcoco-valOpenVLThinkerV2 (Ours)#1Accuracy: 93.4
optical-character-recognition-ocr-on-ocrbenchOpenVLThinkerV2 (Ours)#5Score: 911.0
mathematical-reasoning-on-mathverseOpenVLThinkerV2 (Ours)#7Accuracy: 65.8
chart-question-answering-on-charxiv-rqOpenVLThinkerV2 (Ours)#22Accuracy: 53.0
chart-question-answering-on-chartqaOpenVLThinkerV2 (Ours)#231:1 Accuracy: 87.4
multimodal-reasoning-on-mmmuOpenVLThinkerV2 (Ours)#24Accuracy: 71.6
vision-language-understanding-on-mmstarOpenVLThinkerV2 (Ours)#27Accuracy: 73.8
multimodal-reasoning-on-mathvisionOpenVLThinkerV2 (Ours)#29Accuracy: 53.4
multimodal-reasoning-on-mathvistaOpenVLThinkerV2 (Ours)#33Accuracy: 79.5