Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward

Benchmark Model Rank Results
supervised-video-summarization-on-summeDR-DSN#16F1-score (Canonical): 42.1F1-score (Augmented): 43.9
supervised-video-summarization-on-tvsumDR-DSN#16F1-score (Canonical): 58.1F1-score (Augmented): 59.8
unsupervised-video-summarization-on-summeDR-DSN#9F1-score: 41.4training time (s): 19.8Parameters (M): 2.63
unsupervised-video-summarization-on-tvsumDR-DSN#7F1-score: 57.6Kendall's Tau: 0.020Spearman's Rho: 0.026