Multilingual Table Question Answering on MultiTEND Russian
24.95EM (Exact Match)MultiLink
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MultiLink2025.02 | 24.95 | 63.29 | 72.22 | 54.88 | 84.4 | 73.38 | |
| SMART2025.02 | 15.89 | 57.17 | 59.34 | 41.03 | 86.31 | 78.3 | |
| Fine-tuned LlamaBackbone=Llama, Evaluation Protocol=Fine-tuned2025.02 | 14.51 | 54.91 | 58.41 | 38.23 | 83.54 | 74.73 | |
| RAG for LLMEvaluation Protocol=RAG2025.02 | 13.89 | 58.87 | 67.46 | 45.99 | 75.73 | 70.98 | |
| Few-shot LLMEvaluation Protocol=Few-shot2025.02 | 11.34 | 55.45 | 61.23 | 34.77 | 66.97 | 65.96 | |
| Zero-shot LLMEvaluation Protocol=Zero-shot2025.02 | 0.29 | 48.95 | 60.22 | 29.68 | 58.19 | 59.6 |