Column-Level Attribution on ToTTo
92.7PrecisionFewshot + CoT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fewshot + CoTPrompting=few-shot + Chain-of-Thought2026.02 | 92.7 | 76.4 | |
| TRACEBACK2026.02 | 91.5 | 77.64 | |
| SBERT + GPT-4oLLM=GPT-4o2026.02 | 90.51 | 85.91 | |
| TRACEBACK - LiteLLM=Qwen2.5-7B-Instruct2026.02 | 88.6 | 48.9 | |
| INSEQ2026.02 | 73.1 | 74.1 | |
| GENERATIONPROGRAMS2026.02 | 71.81 | 24.71 |