In our study, we have trained CSVR on the Kinetics-400 dataset prior to our evaluation. As shown in Tab. 1 and Tab. 2, CSVR exhibits superior performance compared to the state-of-the-art (SoTA) methods on both test sets. This outcome underscores the efficacy of CSVR.


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