Longitudinal Classification on LRS (80/20)
57.8Macro-F1OLMo-7B (LiFT)
Evaluation results
| Method | Links | |
|---|---|---|
| OLMo-7B (LiFT)Shots=3, Seen in training=✓, Train/Test Split=80/202026.03 | 57.8 | |
| OLMo-7B (LiFT)Shots=1, Seen in training=✓, Train/Test Split=80/202026.03 | 56.7 | |
| OLMo-7B (LiFT)Shots=0, Seen in training=✓, Train/Test Split=80/202026.03 | 55.1 | |
| LLaMA-8B (LiFT)Shots=3, Seen in training=✓, Train/Test Split=80/202026.03 | 50.3 | |
| LLaMA-8B (LiFT)Shots=1, Seen in training=✓, Train/Test Split=80/202026.03 | 48.9 | |
| Qwen-14B (LiFT)Shots=3, Seen in training=✓, Train/Test Split=80/202026.03 | 48.6 | |
| LLaMA-8B (LiFT)Shots=0, Seen in training=✓, Train/Test Split=80/202026.03 | 48.1 | |
| Qwen-14B (LiFT)Shots=1, Seen in training=✓, Train/Test Split=80/202026.03 | 47.1 | |
| Qwen-14B (LiFT)Shots=0, Seen in training=✓, Train/Test Split=80/202026.03 | 46.3 | |
| OLMo-1B (LiFT)Shots=3, Seen in training=✓, Train/Test Split=80/202026.03 | 43.8 | |
| LLaMA-8B (base)Shots=3, Seen in training=✓, Train/Test Split=80/202026.03 | 43.5 | |
| LLaMA-8B (base)Shots=0, Seen in training=✓, Train/Test Split=80/202026.03 | 42.4 | |
| Qwen-14B (base)Shots=3, Seen in training=✓, Train/Test Split=80/202026.03 | 41.8 | |
| OLMo-1B (LiFT)Shots=1, Seen in training=✓, Train/Test Split=80/202026.03 | 41.5 | |
| OLMo-7B (base)Shots=3, Seen in training=✓, Train/Test Split=80/202026.03 | 41 | |
| Qwen-14B (base)Shots=0, Seen in training=✓, Train/Test Split=80/202026.03 | 40.7 | |
| OLMo-1B (LiFT)Shots=0, Seen in training=✓, Train/Test Split=80/202026.03 | 40.2 | |
| LLaMA-8B (base)Shots=1, Seen in training=✓, Train/Test Split=80/202026.03 | 40.2 | |
| OLMo-7B (base)Shots=0, Seen in training=✓, Train/Test Split=80/202026.03 | 40.1 | |
| Qwen-14B (base)Shots=1, Seen in training=✓, Train/Test Split=80/202026.03 | 38.6 | |
| OLMo-7B (base)Shots=1, Seen in training=✓, Train/Test Split=80/202026.03 | 38.1 | |
| OLMo-1B (base)Shots=0, Seen in training=✓, Train/Test Split=80/202026.03 | 34.8 | |
| OLMo-1B (base)Shots=3, Seen in training=✓, Train/Test Split=80/202026.03 | 34.5 | |
| OLMo-1B (base)Shots=1, Seen in training=✓, Train/Test Split=80/202026.03 | 33.2 |