Longitudinal Classification on Reddit (test)
52.1Macro F1 ScoreLLaMA-8B (LiFT)
Evaluation results
| Method | Links | |
|---|---|---|
| LLaMA-8B (LiFT)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 52.1 | |
| Qwen-14B (LiFT)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 50.5 | |
| LLaMA-8B (LiFT)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 49.8 | |
| Qwen-14B (LiFT)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 48.8 | |
| LLaMA-8B (LiFT)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 45.4 | |
| Qwen-14B (LiFT)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 43.8 | |
| OLMo-7B (LiFT)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 33.3 | |
| LLaMA-8B (base)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 32.4 | |
| Qwen-14B (base)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 31.4 | |
| OLMo-1B (LiFT)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 30.9 | |
| OLMo-7B (LiFT)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 30.1 | |
| OLMo-1B (LiFT)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 28.5 | |
| OLMo-7B (LiFT)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 28.3 | |
| LLaMA-8B (base)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 28.3 | |
| OLMo-7B (base)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 27.5 | |
| Qwen-14B (base)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 27.2 | |
| OLMo-1B (base)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 26.8 | |
| LLaMA-8B (base)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 26.7 | |
| OLMo-1B (LiFT)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 26.5 | |
| OLMo-7B (base)Shots=3, Seen in training=✗, Train/Test Split=test only2026.03 | 25.9 | |
| Qwen-14B (base)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 25.9 | |
| OLMo-7B (base)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 24.1 | |
| OLMo-1B (base)Shots=0, Seen in training=✗, Train/Test Split=test only2026.03 | 23 | |
| OLMo-1B (base)Shots=1, Seen in training=✗, Train/Test Split=test only2026.03 | 22.1 |