Longitudinal modality prediction learns gene regulatory patterns: insights from a single-cell competition
Christopher Lance, Vladimir A. Shitov, Hongzhi Wen, Yuge Ji, Peter Holderrieth, Yuesong Wu, Renming Liu, Robrecht Cannoodt, Wenzhuo Tang, Kai Waldrant, Benjamin DeMeo, Mauricio Cortes, Daniel Kotlarz, Jiliang Tang, Yuying Xie, , Malte D. Luecken
The paper presents a longitudinal multimodal benchmarking dataset and competition to evaluate modality prediction methods for gene regulatory inference, showing top models outperform existing approaches.
bioRxiv · Feb 25, 2026 · PreprintBioinformatics