Model AtlasA selection map of agent foundation models 中文
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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
text-davinci-003baselineNoNot recorded: verify in the paper/code
Llama 2 70B ChatbaselineNoNot recorded: verify in the paper/code

WebArena: A Realistic Web Environment for Building Autonomous Agents

2023-07-25 · Verified

Paper info

Evolution targets
Web-agent policy, Agent evaluation
Benchmark
WebArena
Category
Web agent, Tool use, Self-evolving agent
Model relations
4
Paper link ↗Code link ↗

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Strict reproductionMethod reproductionModern rerun

Reproducibility status

Code Not verified
Checkpoint Not verified
Config Not verified
Environment Not 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 Turbotext-davinci-003Llama 2 70B 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 as a WebArena agent.

GPT-3.5 Turbo

Baseline · weights not updated · GPT-3.5 Turbo benchmarked as a WebArena agent.

text-davinci-003

Baseline · weights not updated · text-davinci-003 benchmarked as a WebArena agent.

GPT-3.5

Llama 2 70B Chat

Baseline · weights not updated · Llama-2-70B-Chat benchmarked as an open-source WebArena agent.