Episodic Recollection on REALTALK
26.2F1 ScoreREMem-S
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| REMem-Smode=single-step, retrieval_scope=top-10 gists and facts2026.02 | 26.2 | 19.2 | 65.3 | |
| REMem-Imode=iterative, retrieval_scope=top-10 gists and facts2026.02 | 25.6 | 18.1 | 63.7 | |
| Full-Context2026.02 | 25.3 | 18.6 | 65.1 | |
| NV-Embed-v2parameters=7B2026.02 | 23.8 | 17.7 | 59.5 | |
| HippoRAG 2retrieval_scope=top-3 returned sessions2026.02 | 21.9 | 16.2 | 55.8 | |
| Qwen3-Embedparameters=8B2026.02 | 20.2 | 14.9 | 52.5 | |
| Graphitiretrieval_scope=top-10 processed chunks2026.02 | 15.1 | 11.5 | 35.3 | |
| Mem0retrieval_scope=top-10 processed chunks2026.02 | 9.8 | 7.2 | 14.3 |