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Text-based Task Completion on Jericho

3.37Mean Normalised ScoreReAct
0.55161.28332.0152.7467Apr 19, 2026

Evaluation results

MethodLinks
ReActModel=Mistral Small 22B2026.043.37
DORAModel=Mistral Small 22B2026.042.92
ReActModel=Llama-3.1 8B2026.042.88
Chain of ThoughtModel=Llama-3.1 8B2026.042.22
Zero-shotModel=Llama-3.1 8B2026.042.21
DORAModel=Llama-3.1 8B2026.042.17
Tree of ThoughtModel=Llama-3.1 8B2026.042.05
ReActModel=Qwen-2.5 7B2026.041.87
Prompt ExploreModel=Mistral Small 22B2026.041.7
Prompt ExploreModel=Llama-3.1 8B2026.041.6
Chain of ThoughtModel=Qwen-2.5 7B2026.041.58
Chain of ThoughtModel=Mistral Small 22B2026.041.43
DORAModel=Qwen-2.5 7B2026.041.42
Tree of ThoughtModel=Qwen-2.5 7B2026.041.4
Zero-shotModel=Mistral Small 22B2026.041.35
Prompt ExploreModel=Qwen-2.5 7B2026.041.27
Tree of ThoughtModel=Mistral Small 22B2026.041.27
Zero-shotModel=Qwen-2.5 7B2026.040.66