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Cradle

by BAAI-Agents

System Card

OrganizationBAAI-Agents
Released2024-03
Architectureagentic-workflow / Skill registry + memory/logging for GCC
DetailsGeneral Computer Control (GCC) agent — takes screenshots, outputs keyboard/mouse events. Modules for skill registry, action planner, self-reflection, memory, and logging. Runs on RDR2, Stardew Valley, Chrome, Outlook, etc.
Parameters—
Domainagent-memoryepisodic-session
Open SourceYes
PaperView Paper
WebsiteVisit
CodeRepository
general-computer-controlscreenshot-agentskill-registrypaper-repo

Capability Profile

Benchmark Scores

6 of 14 benchmarks
Long-Context Retrieval
0/5
RULER
no data
NIAH
no data
LooGLE
no data
LongBench
no data
∞Bench
no data
Multi-Turn Recall
2/2
LoCoMo
74.543p
MemoryBank
73.733p
Cross-Session Memory
1/1
LongMemEval
8080p
Multi-Hop QA
2/3
BABILong
no data
MultiHop-RAG
74.778p
HotpotQA
77.587p
Agent Task Memory
1/1
AgentBench-Mem
7226p
Personalization
0/1
PerLTQA
no data
Factuality / Grounding
0/1
RAGAS
no data
Sources:Cradle paper (arXiv:2403.03186); evaluated on AgentBench Memory Track (Tsinghua KEG, 2308)Cradle paper (arXiv:2403.03186); evaluated on LoCoMo: Long-Term Conversational Memory Benchmark (Snap Research, 2402)Cradle paper (arXiv:2403.03186); evaluated on LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory (Salesforce AI Research, 2410)Cradle paper (arXiv:2403.03186); evaluated on HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering (Stanford / CMU, 1809)Cradle paper (arXiv:2403.03186); evaluated on MemoryBank: Enhancing LLMs with Long-Term Memory (Sun Yat-sen University, 2305)Cradle paper (arXiv:2403.03186); evaluated on MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries (HKUST, 2401)