ResearchBenchmarksMachine Translation on Guofeng Literary V1Machine Translation on Guofeng Literary V1Follow76.2sCMT ScoreLOONG73.0873.8974.775.51May 28, 2026Evaluation resultsMethodMethodLinkssCMT ScoredCMT ScoreLLM ScoreLOONGBackbone=Llama3.1-8B-I...Backbone=Llama3.1-8B-Instruct2026.0576.273.167.3Doc2DocBackbone=Llama3.1-8B-I...Backbone=Llama3.1-8B-Instruct2026.0574.971.560.8SegmentBackbone=Llama3.1-8B-I...Backbone=Llama3.1-8B-Instruct2026.0574.671.653.3DELTABackbone=Llama3.1-8B-I...Backbone=Llama3.1-8B-Instruct2026.0574.270.563SentenceBackbone=Llama3.1-8B-I...Backbone=Llama3.1-8B-Instruct2026.0573.269.852