Temporal Reasoning (date) on Synthetic Temporal Dataset (10-fold CV)
1.103Negative Log ScoreLlama-3.2-3B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Llama-3.2-3BManifold=disc_circ2025.10 | 1.103 | 1 | |
| gemma-2-2bManifold=log_lin2025.10 | 1.423 | 1 | |
| Qwen2.5-3BManifold=semic2025.10 | 1.764 | 8 | |
| Qwen2.5-3B-ITManifold=semic2025.10 | 1.964 | 32 | |
| gemma-2-2b-ITManifold=semic2025.10 | 2.036 | 58 | |
| Llama-3.2-3BManifold=disc_circ2025.10 | 2.116 | 39 | |
| Llama-3.2-3B-ITManifold=semic2025.10 | 2.192 | 49 | |
| Llama-3.1-8B-ITManifold=semic2025.10 | 2.27 | 31 | |
| Llama-3.1-8B-ITManifold=circ2025.10 | 2.483 | 39 | |
| Llama-3.2-3B-ITManifold=circ2025.10 | 2.502 | 81 | |
| Llama-3.1-70B-ITManifold=semic2025.10 | 2.636 | 18 | |
| Qwen2.5-3BManifold=circ2025.10 | 2.797 | 21 | |
| Llama-3.1-70B-ITManifold=circ2025.10 | 2.909 | 93 | |
| gemma-2-2b-ITManifold=circ2025.10 | 2.969 | 38 | |
| gemma-2-2bManifold=circ2025.10 | 3.142 | 31 | |
| Qwen2.5-3B-ITManifold=circ2025.10 | 3.267 | 36 | |
| Llama-3.1-8B-ITManifold=clust2025.10 | 6.018 | 49 | |
| Llama-3.1-70B-ITManifold=log_semic2025.10 | 6.219 | 82 | |
| Llama-3.2-3B-ITManifold=clust2025.10 | 6.525 | 51 | |
| Llama-3.2-3BManifold=log_semic2025.10 | 6.702 | 37 | |
| gemma-2-2bManifold=clust2025.10 | 6.948 | 33 | |
| gemma-2-2b-ITManifold=clust2025.10 | 7.207 | 36 | |
| Qwen2.5-3BManifold=log_lin2025.10 | 7.254 | 23 | |
| Qwen2.5-3B-ITManifold=log_semic2025.10 | 7.548 | 25 |