Cell-Level Attribution on ToTTo
74.2PrecisionTRACEBACK
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TRACEBACK2026.02 | 74.2 | 67.05 | |
| TRACEBACK - LiteLLM=Qwen2.5-7B-Instruct2026.02 | 73.8 | 39.6 | |
| INSEQ2026.02 | 42.7 | 53.8 | |
| SBERT + GPT-4oLLM=GPT-4o2026.02 | 39.78 | 36.97 | |
| GENERATIONPROGRAMS2026.02 | 29.35 | 13.61 | |
| Fewshot + CoTPrompting=few-shot + Chain-of-Thought2026.02 | 14.5 | 10.1 |