Model AtlasA selection map of agent foundation models中文
Start researchModelsPapersGuideCompare中文

Search the atlas

Esc to close · Cmd/Ctrl + K to open

Why these models were selected

Roles and weight updates come from the paper case record. Selection reasons are written only when the paper or code states them; unknown is never inferred as fact.

Paper model roles and selection-evidence status
ModelRoleWeights updatedSelection basis
GPT-4baselineNoNot recorded: verify in the paper/code
GPT-3.5 TurbobaselineNoNot recorded: verify in the paper/code
Llama 2 70B ChatbaselineNoNot recorded: verify in the paper/code
Qwen 7B ChatbaselineNoNot recorded: verify in the paper/code

AgentBoard: An Analytical Evaluation Board of LLM Agents

2024-01-23 · Verified

Paper info

Evolution targets
Agent evaluation, Actor policy
Benchmark
AgentBoard, WebShop, ALFWorld, GSM8K
Category
Self-evolving agent, Reasoning, Tool use
Model relations
4
Paper link ↗Code link ↗

Start research from this paper

Choose a research mode to carry this paper into the workspace context.

Strict reproductionMethod reproductionModern rerun

Reproducibility status

CodeNot verified
CheckpointNot verified
ConfigNot verified
EnvironmentNot verified

No structured reproducibility record has been added yet.

Model-role topology

This view only shows recorded model-role relations; it does not invent workflow edges.

Baseline
GPT-4GPT-3.5 TurboLlama 2 70B ChatQwen 7B Chat

This paper record has no workflow edges; the topology above only shows recorded roles and does not treat Actor, Environment, Critic, or Optimizer relations as facts.

Model roles

GPT-4

Baseline · weights not updated · GPT-4 benchmarked on AgentBoard.

GPT-3.5 Turbo

Baseline · weights not updated · GPT-3.5 Turbo benchmarked on AgentBoard.

Llama 2 70B Chat

Baseline · weights not updated · Llama-2-70B-Chat benchmarked on AgentBoard.

Qwen 7B Chat

Baseline · weights not updated · Qwen-7B-Chat benchmarked on AgentBoard.