If you want some literature, here's a meta challenge on VIDEO, where the best algorithm only achieved 65% accuracy. (The random baseline is 50%) And on video, it should be even easier, right? (With a $1M prize pool!!!)
Meta challenge on video with 65% accuracy and $1M
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