ResearchBenchmarksQuestion Answering on LongBench multifieldqaQuestion Answering on LongBench multifieldqaFollow256Mean Tokens UsedInfLLM2282.75143.5204.25Mar 19, 2026Evaluation resultsMethodMethodLinksMean Tokens UsedMean AccuracyInfLLMSettings=K=16Settings=K=162026.0325633.83UT-ACASettings=Kmax=32Settings=Kmax=322026.0313332.59InfLLMSettings=K=8Settings=K=82026.0312828.5UT-ACASettings=Kmax=16Settings=Kmax=162026.039533.37InfLLMSettings=K=4Settings=K=42026.036425.9UT-ACASettings=Kmax=8Settings=Kmax=82026.035128.9InfLLMSettings=K=2Settings=K=22026.033220.94UT-ACASettings=Kmax=4Settings=Kmax=42026.033125.2