ResearchBenchmarksQuestion Answering on RULER QA-8k (test)Question Answering on RULER QA-8k (test)Follow512Token CountInfLLM32.56157.03281.5405.97Mar 19, 2026Evaluation resultsMethodMethodLinksToken CountConcatenated AccuracyInfLLMToken Budget=512Token Budget=5122026.0351226.75UT-ACAToken Budget=512Token Budget=5122026.0335226.85InfLLMToken Budget=256Token Budget=2562026.0325624.3UT-ACAToken Budget=256Token Budget=2562026.0319924.85InfLLMToken Budget=128Token Budget=1282026.0312814.9UT-ACAToken Budget=128Token Budget=1282026.0310814.4InfLLMToken Budget=64Token Budget=642026.036412.6UT-ACAToken Budget=64Token Budget=642026.035112.6