| table-based-fact-verification-on-sem-tab-facts | MACE (LLaMA-8B, Pm+Em+Vm') | – | Micro F1 (Subtask A): 86.0 |
| table-based-fact-verification-on-sem-tab-facts | MACE (Mistral-7B, Pm+Em+Vm') | – | Micro F1 (Subtask A): 74.0 |
| table-based-fact-verification-on-sem-tab-facts | MACE (Qwen-235B, Pm+Em) | – | Micro F1 (Subtask A): 90.0 |
| table-based-fact-verification-on-sem-tab-facts | MACE (Qwen-72B, Pm+Em+Vm') | – | Micro F1 (Subtask A): 89.0 |
| table-claim-verification-on-scitab | MACE (LLaMA-8B, Pm + Em + Vm) | – | Macro-F1 (3-class): 0.6500 |
| table-claim-verification-on-scitab | MACE (Mistral-7B, Pm + Em + Vm) | – | Macro-F1 (3-class): 0.5800 |
| table-claim-verification-on-scitab | MACE (Qwen-235B, Pm + Em + Vm) | – | Macro-F1 (3-class): 0.7100 |
| table-claim-verification-on-scitab | MACE (Qwen-72B, Pm + Em + Vm) | – | Macro-F1 (3-class): 0.6700 |
| table-claim-verification-on-scitab | Qwen-235B + CoT (baseline) | – | Macro-F1 (3-class): 0.7300 |