Author

Anna Vettoruzzo

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#artificial intelligence Preprint Oct 2026

PlaySuite: A Large-Scale Benchmark for Interactive Visual Intelligence

Recent advances in multimodal foundation models yield strong performance on static perception and reasoning benchmarks, yet such evaluations largely overlook a central aspect of intelligence: acting competently in dynamic environments over extended time horizons. We introduce PlaySuite, a large-scale benchmark for eval...

Dheeraj Varghese, Anna Vettoruzzo, Walter Simoncini et al. · 0 citations

Preprint Aug 2026

TimeSage-EV: A Live Benchmark for Agentic Time Series Analysis in Evolving Environments

TimeSage-EV is introduced, a live benchmark for agentic time series analysis in evolving environments that evaluates state identification, data summarization, and outlook reasoning, and is released as a research resource with monthly updates, code, a leaderboard, and failure-mode analyses.

Qingren Yao, Ya-Xuan Kong, Yuqi Nie et al. · 0 citations