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ResearchFormerly WizWand

Agentic Task on ExpSuite-Agentic Aggregated

62.3ScoreExpGraph
17.78829.34440.952.456May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ExpGraphExecutor LLM=Gemini-3.1-Flash-Lite (Large LLM)2026.0562.315.2
S3Executor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=LLM-Centric Experience Learning Baselines2026.0555.321.1
Search-o1Executor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=LLM-Centric Experience Learning Baselines2026.0554.323.3
ExpGraphExecutor LLM=Qwen3-32B (Small LLM)2026.0553.414.4
ReasoningBankExecutor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0552.525.4
IRCoTExecutor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=LLM-Centric Experience Learning Baselines2026.055223.4
AWMExecutor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0549.723.6
ExpeLExecutor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0544.625.8
MemRLExecutor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0544.619.5
ReflexionExecutor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=Prompt-based Agentic Baselines2026.0544.219.4
S3Executor LLM=Qwen3-32B (Small LLM), Method Strategy Category=LLM-Centric Experience Learning Baselines2026.054416.5
LightMemExecutor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0543.631.6
ReActExecutor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=Prompt-based Agentic Baselines2026.0542.620.5
No-MemoryExecutor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=No-Memory2026.0538.332.9
IRCoTExecutor LLM=Qwen3-32B (Small LLM), Method Strategy Category=LLM-Centric Experience Learning Baselines2026.0537.623.4
Mem0Executor LLM=Gemini-3.1-Flash-Lite (Large LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0536.931.5
ExpeLExecutor LLM=Qwen3-32B (Small LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0532.330.2
MemRLExecutor LLM=Qwen3-32B (Small LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0530.229.9
LightMemExecutor LLM=Qwen3-32B (Small LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.052935.8
ReActExecutor LLM=Qwen3-32B (Small LLM), Method Strategy Category=Prompt-based Agentic Baselines2026.0528.933.8
Search-o1Executor LLM=Qwen3-32B (Small LLM), Method Strategy Category=LLM-Centric Experience Learning Baselines2026.0528.723.7
AWMExecutor LLM=Qwen3-32B (Small LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0527.833.7
ReflexionExecutor LLM=Qwen3-32B (Small LLM), Method Strategy Category=Prompt-based Agentic Baselines2026.0526.934.6
ReasoningBankExecutor LLM=Qwen3-32B (Small LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0526.829.2
No-MemoryExecutor LLM=Qwen3-32B (Small LLM), Method Strategy Category=No-Memory2026.0525.134.7
Mem0Executor LLM=Qwen3-32B (Small LLM), Method Strategy Category=Retrieval-Centric Experience Learning Baselines2026.0519.536.4