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ResearchFormerly WizWand

General Question Answering on TriviaQA (EM, F1aware)

64.4EMSearch-R1
22.48833.36944.2555.131Dec 18, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Search-R1Base Model=Llama-3.2-3B-Instruct, Category=Outcome RL Baselines2025.1264.42.5
ADASEARCHBase Model=Llama-3.2-3B-Instruct, Category=Paper Method2025.1262.979.2
IKEABase Model=Llama-3.2-3B-Instruct, Category=Reward-Shaping Baselines2025.1262—
Awareness ShapingBase Model=Llama-3.2-3B-Instruct, Category=Reward-Shaping Baselines2025.1261.575.4
Search-R1Base Model=Qwen2.5-3B-Instruct, Category=Outcome RL Baselines2025.1260.10.3
Naive ShapingBase Model=Llama-3.2-3B-Instruct, Category=Reward-Shaping Baselines2025.1259.775.3
IKEABase Model=Qwen2.5-3B-Instruct, Category=Reward-Shaping Baselines2025.1259.562.4
ADASEARCHBase Model=Qwen2.5-3B-Instruct, Category=Paper Method2025.1256.871.7
Awareness ShapingBase Model=Qwen2.5-3B-Instruct, Category=Reward-Shaping Baselines2025.1256.170.3
Naive ShapingBase Model=Qwen2.5-3B-Instruct, Category=Reward-Shaping Baselines2025.1254.866.9
RL w/o searchBase Model=Llama-3.2-3B-Instruct, Category=Outcome RL Baselines2025.1254.654.6
RAGBase Model=Llama-3.2-3B-Instruct, Category=Prompting Baselines2025.12530
RAGBase Model=Qwen2.5-3B-Instruct, Category=Prompting Baselines2025.1252.70
CoTBase Model=Llama-3.2-3B-Instruct, Category=Prompting Baselines2025.1245.645.6
RL w/o searchBase Model=Qwen2.5-3B-Instruct, Category=Outcome RL Baselines2025.1244.944.9
Direct AnswerBase Model=Llama-3.2-3B-Instruct, Category=Prompting Baselines2025.1242.342.3
CoTBase Model=Qwen2.5-3B-Instruct, Category=Prompting Baselines2025.1238.238.2
Direct AnswerBase Model=Qwen2.5-3B-Instruct, Category=Prompting Baselines2025.1224.124.1