Question Answering on GPQA Diamond (GPQA-D)
41.41GPQA-D Accuracyδ-Mem (SSW)
Evaluation results
| Method | Links | |
|---|---|---|
| δ-Mem (SSW)Writing Granularity=Sequence-State2026.06 | 41.41 | |
| δ-Mem (TSW)Writing Granularity=Token-State2026.06 | 40.4 | |
| Qwen3-4B-InstructModel Type=Base Model2026.06 | 39.39 | |
| MemGenMemory Category=Parametric Memory2026.06 | 38.89 | |
| δ-Mem (MSW)Writing Granularity=Multi-State2026.06 | 37.37 | |
| Context2LoRAMemory Category=Parametric Memory2026.06 | 29.29 | |
| MLP MemoryMemory Category=Outside-channel Memory2026.06 | 22.73 |