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Article Writing on TLDR (test)

95.4ScoreCoLLM-DC
18.75238.65158.5578.449Jan 29, 2026

Evaluation results

MethodLinks
CoLLM-DCResponse time (seconds)=1.9, Cost (tokens/agent/turn)=1942026.0195.4
CoLLM-CCResponse time (seconds)=1.8, Cost (tokens/agent/turn)=1812026.0195.2
ACResponse time (seconds)=4.0, Cost (tokens/agent/turn)=3742026.0194.7
MAGRPOResponse time (seconds)=1.8, Cost (tokens/agent/turn)=1782026.0193.5
GRPOResponse time (seconds)=4.1, Cost (tokens/agent/turn)=3872026.0191.7
Raw ModelResponse time (seconds)=5.0, Cost (tokens/agent/turn)=4652026.0130.3
ParallelResponse time (seconds)=2.3, Cost (tokens/agent/turn)=2442026.0122.7
DiscussionResponse time (seconds)=4.6, Cost (tokens/agent/turn)=2342026.0122.3
PipelineResponse time (seconds)=4.3, Cost (tokens/agent/turn)=2382026.0121.7