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WebVoyager

by MinorJerry et al.

System Card

OrganizationMinorJerry et al.
Released2024-01
Architectureagentic-workflow / Multimodal web agent with action/state history
DetailsLMM-powered web agent on Selenium that navigates real websites, uses screenshots + DOM, and maintains trajectory memory across 643 test tasks plus GAIA tasks.
Parameters—
Domainagent-memory
Open SourceYes
PaperView Paper
CodeRepository
lmmseleniumgaiaweb-benchmark

Capability Profile

Benchmark Scores

5 of 14 benchmarks
Data Transparency:5 estimated
Long-Context Retrieval
0/5
RULER
no data
NIAH
no data
LooGLE
no data
LongBench
no data
∞Bench
no data
Multi-Turn Recall
1/2
LoCoMo
76.665pEstimated
MemoryBank
no data
Cross-Session Memory
1/1
LongMemEval
79.576pEstimated
Multi-Hop QA
2/3
BABILong
no data
MultiHop-RAG
74.270pEstimated
HotpotQA
77.789pEstimated
Agent Task Memory
1/1
AgentBench-Mem
7226pEstimated
Personalization
0/1
PerLTQA
no data
Factuality / Grounding
0/1
RAGAS
no data
Sources:Arena estimate — derived from capability profile, not independently verified