LoopVL: Recurrent Visual Intelligence

Benchmark Model Rank Results
object-hallucination-evaluation-on-popeLoopVL-1B#2F1: 90.71
multimodal-reasoning-on-visulogicLoopVL-1B#5Accuracy: 27.0
multimodal-reasoning-on-babyvisionLoopVL-1B#12Accuracy: 13.14
visual-question-answering-vqa-on-hallusionbench-average-accuracyLoopVL-1B#21Accuracy: 44.71
multimodal-reasoning-on-mathvisionLoopVL-1B#40Accuracy: 38.49
visual-question-answering-vqa-on-realworldqaLoopVL-1B#48Accuracy: 70.98
multimodal-reasoning-on-mmmu-proLoopVL-1B#51Accuracy: 38.67
vision-language-understanding-on-mmstarLoopVL-1B#72Accuracy: 63.47
chart-question-answering-on-chartqaLoopVL-1B#841:1 Accuracy: 74.52