Single-table question answering on HCTQA
87.93F1 ScoreGRAB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GRABSetting=Tuned LLM (LoRA)2026.06 | 87.93 | 75.66 | |
| zero-shotSetting=Tuned LLM (LoRA)2026.06 | 86.94 | 72.53 | |
| GRABSetting=Frozen LLM2026.06 | 86.38 | 72.81 | |
| TAMOSetting=Frozen LLM2026.06 | 70.89 | 47.7 | |
| Prompt tuningSetting=Frozen LLM2026.06 | 68.88 | 43.09 | |
| TableLLamaSetting=Others2026.06 | 68.34 | 43.49 | |
| GPT-5.4-miniSetting=Others2026.06 | 57.13 | 36.6 | |
| zero-shotSetting=Inference-only2026.06 | 30.16 | 14.06 |