Multilingual Table Question Answering on MultiTEND EN
30.05EMMultiLink
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MultiLink2025.02 | 30.05 | 65.91 | 76.55 | 67.64 | 88.92 | 76.33 | |
| SMART2025.02 | 18.85 | 61.15 | 65.05 | 48.86 | 86.74 | 76.79 | |
| Fine-tuned LlamaBackbone=Llama, Evaluation Protocol=Fine-tuned2025.02 | 17.05 | 57.19 | 60.76 | 44.61 | 84.97 | 74.2 | |
| RAG for LLMEvaluation Protocol=RAG2025.02 | 16.09 | 62.3 | 68.04 | 51.7 | 72.76 | 70.38 | |
| Few-shot LLMEvaluation Protocol=Few-shot2025.02 | 12.18 | 57.01 | 62.88 | 40.79 | 63.21 | 65.37 | |
| Zero-shot LLMEvaluation Protocol=Zero-shot2025.02 | 0.29 | 51.24 | 60.29 | 36.58 | 51.78 | 58.05 |