Event-level market-impact prediction on Held-out 2021-2023 (test)
35.6Non-neutral F1Frozen + Source Memory
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Frozen + Source MemoryReader adaptation strategy=Frozen, Retrieval memory configuration=Source Memory2026.05 | 35.6 | 47.1 | 45.2 | 47.6 | 48.6 | 0.061 | |
| LoRA + Source MemoryReader adaptation strategy=LoRA, Retrieval memory configuration=Source Memory2026.05 | 34.9 | 46.8 | 44.8 | 47.3 | 48.3 | 0.058 | |
| LoRA + No MemoryReader adaptation strategy=LoRA, Retrieval memory configuration=None2026.05 | 32.6 | 45.2 | 43.8 | 45.4 | 46.4 | 0.052 | |
| Frozen + No MemoryReader adaptation strategy=Frozen, Retrieval memory configuration=None2026.05 | 31.1 | 43.8 | 42.5 | 44.1 | 44.9 | 0.046 |