Table Summarization on QTSumm
83.02AccuracyDynasour
Evaluation results
| Method | Links | |
|---|---|---|
| DynasourIFT Data=132K2025.06 | 83.02 | |
| GenQAIFT Data=100K2025.06 | 76.9 | |
| TableGPT2IFT Data=2.36M, Backbone=Qwen2.5-7B2025.06 | 70.25 | |
| InternLM2.5-7B-Chat2025.06 | 66.98 | |
| Mistral-7B-Instruct-v0.32025.06 | 59.18 | |
| Self-InstructIFT Data=100K2025.06 | 57.56 | |
| Yi-1.5-9B-Chat2025.06 | 49.07 | |
| TableGPT-syn-dataIFT Data=66K2025.06 | 47.23 | |
| TableDreamerIFT Data=27K, Backbone=GPT-4o2025.06 | 46.2 | |
| MiniCPM3-4B2025.06 | 45.88 | |
| Phi3.5-mini-3.8B2025.06 | 45.6 | |
| Evol-InstructIFT Data=100K2025.06 | 42.55 | |
| DeepSeek-V2-Lite-16B-Chat2025.06 | 40.83 | |
| MagpieIFT Data=100K2025.06 | 40.59 | |
| GLM4-9B-Chat2025.06 | 34.83 | |
| TableDreamerIFT Data=27K, Backbone=Llama3.1-70B-Instruct2025.06 | 33.03 | |
| TableLLM-syn-dataIFT Data=80K2025.06 | 23.74 | |
| Baichuan2-7B-Chat2025.06 | 22.95 | |
| Llama3.1-8B-Instruct2025.06 | 21.68 | |
| ReasTapIFT Data=100K2025.06 | 20.67 | |
| OmniTabIFT Data=100K2025.06 | 18.38 | |
| TableBenchLLMIFT Data=20K, Backbone=Llama3.1-8B2025.06 | 16.78 | |
| TableLLMIFT Data=80K, Backbone=CodeLlama-7B2025.06 | 15.14 | |
| UCTRIFT Data=43K2025.06 | 7.09 |