[D] Evaluating LLMs Long-Context performance: What are the best practices?

What specific metrics are considered most reliable for assessing the coherence and relevance of outputs in extended contexts? Are there established benchmarks or are we still in need of developing new ones? What kind of test suites or frameworks are being used?

benchmarks best practices context frameworks kind llms machinelearning metrics ones performance practices test