MOSS-VL Technical Report

Benchmark Model Rank Results
visual-question-answering-vqa-on-blinkMOSS-VL-Instruct-0708#2Accuracy: 78.0
video-question-answering-on-tomatoMOSS-VL-Instruct-0708#3Accuracy: 39.5
object-hallucination-evaluation-on-popeMOSS-VL-Instruct-0708#4F1: 89.4
object-counting-on-countbenchMOSS-VL-Instruct-0708#22Accuracy: 85.9
zero-shot-video-question-answer-on-video-mme-w-o-subsMOSS-VL-Instruct-0708#28Accuracy (%): 68.1
video-question-answering-on-lvbenchMOSS-VL-Instruct-0708#33Accuracy: 51.1
video-question-answering-on-mvbenchMOSS-VL-Instruct-0708#45Avg.: 66.7
vision-language-understanding-on-mmstarMOSS-VL-Instruct-0708#57Accuracy: 66.0
visual-question-answering-vqa-on-realworldqaMOSS-VL-Instruct-0708#59Accuracy: 68.0