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WebPageBench is an open framework for evaluating web agents in which every task is verified from the interface's own event log, and sensitivity to interface form can be measured under a fixed task specification.
RUMBA (Russian User Memory BenchmArk) is introduced - a new benchmark for long-term conversational memory that provides a fine-grained taxonomy of memory-centric question types and a unified methodology accounting for semantic type, session scope, temporal reasoning, and the explicitness of temporal expressions.
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