🌐 Multilingual & Translation

📷 CVPR2025 · 1 paper notes

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SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity

Constructs SMTPD, the first time-aligned temporal prediction benchmark for social media popularity (282K YouTube samples with 30-day continuous observations), proposes a baseline framework based on multi-modal feature extraction and LSTM temporal regression, and reveals that early popularity (EP) is key to accurately predicting subsequent popularity.