SciImpact: A Multi-Dimensional, Multi-Field Benchmark for Scientific Impact Prediction

Hangxiao Zhu, Yuyu Zhang, Ping Nie +1

The rapid growth of scientific literature calls for automated methods to assess and predict research impact. Prior work has largely focused on citation-based metrics, leaving limit…