Table Reasoning on InfoTabs
84.72AccuracyTableGPT2
Evaluation results
| Method | Links | |
|---|---|---|
| TableGPT2IFT Data=2.36M, Backbone=Qwen2.5-7B2025.06 | 84.72 | |
| TableDreamerIFT Data=27K, Backbone=Llama3.1-70B-Instruct2025.06 | 84.67 | |
| TableDreamerIFT Data=27K, Backbone=GPT-4o2025.06 | 84.37 | |
| GenQAIFT Data=100K2025.06 | 83.02 | |
| Mistral-7B-Instruct-v0.32025.06 | 81.43 | |
| Self-InstructIFT Data=100K2025.06 | 81.13 | |
| MagpieIFT Data=100K2025.06 | 81.13 | |
| Evol-InstructIFT Data=100K2025.06 | 80.02 | |
| Phi3.5-mini-3.8B2025.06 | 77.75 | |
| Yi-1.5-9B-Chat2025.06 | 77.73 | |
| Llama3.1-8B-Instruct2025.06 | 77.73 | |
| InternLM2.5-7B-Chat2025.06 | 75.31 | |
| DeepSeek-V2-Lite-16B-Chat2025.06 | 68.55 | |
| TableLLMIFT Data=80K, Backbone=CodeLlama-7B2025.06 | 67.35 | |
| DynasourIFT Data=132K2025.06 | 67.05 | |
| MiniCPM3-4B2025.06 | 57.14 | |
| TableBenchLLMIFT Data=20K, Backbone=Llama3.1-8B2025.06 | 48.27 | |
| TableGPT-syn-dataIFT Data=66K2025.06 | 46.03 | |
| TableLLM-syn-dataIFT Data=80K2025.06 | 31.31 | |
| GLM4-9B-Chat2025.06 | 29.36 | |
| UCTRIFT Data=43K2025.06 | 15.23 | |
| Baichuan2-7B-Chat2025.06 | 11.99 | |
| ReasTapIFT Data=100K2025.06 | 7.14 | |
| OmniTabIFT Data=100K2025.06 | 5.04 |