CMU-MOSI、CMU-MOSEI、CMU-MOSEI-OOD

Contains 2199 YouTube monologue video clips, covering movie reviews, speeches, and other scenes, with each clip labeled with an emotional rating of [-3, 3]. 2.The CMU-MOSEI dataset is an extended version of the CMU-MOSI dataset. It contains 3228 videos from 1000 speakers, totaling 22856 sentences. 3.The CMU-MOSEI-OOD dataset is constructed using the adaptive simulated annealing algorithm of the CMU-MOSEI dataset, which iteratively adjusts the test distribution to achieve significant differences in word emotion correlation with the training set.

This dataset contains two configurations: OOD distribution for second level classification scenarios (labeled CMU-MOSEI *) and OOD distribution for seventh level classification scenarios (labeled CMU-MOSEI