| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PerLTQA CN | SynapticRAG | ERC93.12 | 14 | 3mo ago | |
| PerLTQA EN | SynapticRAG | ERC90.47 | 14 | 3mo ago | |
| SMRCs JA | SynapticRAG | ERC92.32 | 14 | 3mo ago | |
| SMRCs (EN) | SynapticRAG | ERC86.21 | 14 | 3mo ago | |
| ActMemEval | Retrieval Accuracy86.03 | 10 | 3mo ago | ||
| LongMemEval n=500 (test) | MemReranker-4B | MAP80.43 | 8 | 26d ago | |
| ZH4O 128K | MemSifter | NDCG@140.5 | 5 | 3mo ago | |
| PerM 128K V2 | MemSifter | NDCG@115 | 5 | 3mo ago | |
| PersonaMem 128K | MemSifter | NDCG@143.5 | 5 | 3mo ago | |
| LongMemEval 1M | MemSifter | NDCG@160 | 5 | 3mo ago | |
| LongMemEval 128K | MemSifter | NDCG@167.33 | 5 | 3mo ago | |
| LoCoMo 32K | MemSifter | NDCG@170 | 5 | 3mo ago | |
| PersonaMem | PGR-TOT | Recall22.9 | 4 | 19d ago | |
| ImplexConv | PGR-TOT | Recall28.6 | 4 | 19d ago | |
| MemoryQuest | PGR-TOT | Recall72.3 | 4 | 19d ago | |
| LoCoMo | MemOS | Overall Score75.8 | 2 | 3mo ago | |
| LongMemEval | Zep | Score72.3 | 1 | 3mo ago |
