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Seahorse: A Unified Benchmarking Framework for Spatiotemporal Event Modeling

SEAHORSE unifies neural spatiotemporal point process benchmarking via common encode-evolve-decode interfaces and standardized protocols, revealing inductive biases through synthetic stress tests.

Yahya Aalaila, Sebastian Vollmer, Gerrit Großmann

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026

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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 1/5