Temporal link prediction benchmarks can rank models differently depending on sampling and aggregation choices, so current progress measurements are not reliable.
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Are We Really Measuring Progress? Transferring Insights from Evaluating Recommender Systems to Temporal Link Prediction
Temporal link prediction benchmarks can rank models differently depending on sampling and aggregation choices, so current progress measurements are not reliable.