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arxiv_cs_lg ยท Jun 15, 2026 ยท paper

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HawkesNest: A Multi-Axis Synthetic Benchmark for Spatiotemporal Pattern Complexity

In brief

Evaluation of spatiotemporal point process (STPP) models relies heavily on opaque real-world datasets, where latent generative structure is unknown and model failures are difficult to attribute. We introduce HawkesNes...

evaluation
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