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GAM

by VectorSpaceLab (BAAI-related)

System Card

OrganizationVectorSpaceLab (BAAI-related)
Released2025-10
Architecturehierarchical-summary / Deep-research memory filesystem
DetailsLLM-based intelligent chunking with semantic boundary detection; builds structured summary + TLDR per chunk; auto-builds hierarchical taxonomies. Multi-modal (text and video) with incremental append and agent trajectory compression.
Parameters—
Domainagent-memorylong-contextlifelong-learning
Open SourceYes
CodeRepository
deep-researchmultimodaltrajectory-compressionhierarchical

Capability Profile

Benchmark Scores

6 of 14 benchmarks
Data Transparency:6 estimated
Long-Context Retrieval
1/5
RULER
no data
NIAH
no data
LooGLE
no data
LongBench
no data
∞Bench
7956pEstimated
Multi-Turn Recall
1/2
LoCoMo
77.873pEstimated
MemoryBank
no data
Cross-Session Memory
1/1
LongMemEval
76.554pEstimated
Multi-Hop QA
2/3
BABILong
8088pEstimated
MultiHop-RAG
no data
HotpotQA
70.145pEstimated
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