Longitudinal Classification on CMV (test)
57.7Macro-F1Qwen-14B (LiFT)
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen-14B (LiFT)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 57.7 | |
| LLaMA-8B (LiFT)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 57.1 | |
| OLMo-7B (LiFT)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 56.4 | |
| Qwen-14B (LiFT)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 56.2 | |
| LLaMA-8B (LiFT)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 56 | |
| LLaMA-8B (LiFT)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 55.2 | |
| Qwen-14B (LiFT)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 54.9 | |
| OLMo-7B (LiFT)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 54.5 | |
| OLMo-7B (LiFT)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 54.3 | |
| Qwen-14B (base)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 53.8 | |
| Qwen-14B (base)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 52.4 | |
| OLMo-7B (base)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 51.3 | |
| Qwen-14B (base)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 51.2 | |
| LLaMA-8B (base)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 50.7 | |
| LLaMA-8B (base)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 50.5 | |
| OLMo-1B (LiFT)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 50.1 | |
| LLaMA-8B (base)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 49.6 | |
| OLMo-7B (base)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 48.7 | |
| OLMo-1B (LiFT)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 48.6 | |
| OLMo-7B (base)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 47.8 | |
| OLMo-1B (LiFT)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 46.8 | |
| OLMo-1B (base)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 46.2 | |
| OLMo-1B (base)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 44.5 | |
| OLMo-1B (base)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 43 |