Question Answering on LongMemEval S (full)
0.462Judgment Score (Jdg)CoreMem-Fusion
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CoreMem-FusionEmbedding Model=MiniLM-L6, VRAM Constraint=<100 MB2026.06 | 0.462 | 0.571 | 0.353 | 2,580,000 | 13,100 | 659.2 | |
| Mem0Embedding Model=MiniLM-L6, VRAM Constraint=<100 MB2026.06 | 0.444 | 0.556 | 0.331 | 2,680,000 | 13,400 | 703.2 | |
| CoreMem-V3-PureEmbedding Model=MiniLM-L6, VRAM Constraint=<100 MB2026.06 | 0.44 | 0.556 | 0.323 | 2,510,000 | 13,000 | 631.7 | |
| NaiveRAGEmbedding Model=MiniLM-L6, VRAM Constraint=<100 MB2026.06 | 0.436 | 0.541 | 0.331 | 2,680,000 | 13,000 | 711.9 | |
| CoreMem-V3Embedding Model=MiniLM-L6, VRAM Constraint=<100 MB2026.06 | 0.432 | 0.526 | 0.338 | 2,660,000 | 12,900 | 632.2 | |
| MemoryOSEmbedding Model=MiniLM-L6, VRAM Constraint=<100 MB2026.06 | 0.406 | 0.489 | 0.323 | 2,540,000 | 13,000 | 633.9 | |
| MemoryBankEmbedding Model=MiniLM-L6, VRAM Constraint=<100 MB2026.06 | 0.327 | 0.308 | 0.346 | 560,000 | 7,900 | 5,952.3 |