Multi-table Question Answering on Spider
39.5T-EMGRAB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GRABSetting=Tuned LLM (LoRA)2026.06 | 39.5 | 71.97 | |
| GRABSetting=Frozen LLM2026.06 | 36.86 | 75.11 | |
| zero-shotSetting=Tuned LLM (LoRA)2026.06 | 36.44 | 67.91 | |
| Prompt tuningSetting=Frozen LLM2026.06 | 34.35 | 71.58 | |
| MultiTabQASetting=Others2026.06 | 27.68 | 62.35 | |
| GPT-5.4-miniSetting=Others2026.06 | 24.62 | 57.52 | |
| zero-shotSetting=Inference-only2026.06 | 2.92 | 39.27 |