Tabular Analysis on WTQ
81.4AccuracyMOCA-AGENT
Evaluation Results
| Method | Links | |
|---|---|---|
| MOCA-AGENTMethod Category=Reinforcement learning, Backbone=Qwen3.6-27B2026.06 | 81.4 | |
| ARTEMIS-DAMethod Category=Prompting / in-context learning2026.06 | 80.8 | |
| TableMasterMethod Category=Prompting / in-context learning2026.06 | 78.13 | |
| SS-CoTMethod Category=Prompting / in-context learning2026.06 | 76.8 | |
| TabAFMethod Category=Fine-tuning approaches2026.06 | 74.72 | |
| Chain-of-TableMethod Category=Prompting / in-context learning2026.06 | 67.31 | |
| OmniTabMethod Category=Fine-tuning approaches2026.06 | 62.8 | |
| TableGPT2Method Category=Fine-tuning approaches2026.06 | 61.42 | |
| TAPEX-LargeMethod Category=Fine-tuning approaches2026.06 | 59.1 | |
| TableLLMMethod Category=Fine-tuning approaches2026.06 | 53.59 | |
| Teacher (CoT)Size=32B2026.05 | 51.9 | |
| CoCoDASize=8B2026.05 | 51.54 | |
| ReToolSize=8B2026.05 | 50.36 | |
| ToRLSize=8B2026.05 | 48.89 | |
| Student (CoT)Size=8B2026.05 | 47.38 | |
| CoCoDASize=4B2026.05 | 46.83 | |
| ReToolSize=4B2026.05 | 46.72 | |
| ToRLSize=4B2026.05 | 44.77 | |
| ReActSize=8B2026.05 | 42.64 | |
| Student (CoT)Size=4B2026.05 | 41.67 | |
| CoCoDASize=1.7B2026.05 | 38.05 | |
| ReToolSize=1.7B2026.05 | 37.59 | |
| ReActSize=4B2026.05 | 36.8 | |
| ToRLSize=1.7B2026.05 | 34.61 | |
| TroVESize=8B2026.05 | 32.2 | |
| CREATORSize=8B2026.05 | 30.42 | |
| Student (CoT)Size=1.7B2026.05 | 30.32 | |
| TroVESize=4B2026.05 | 27.62 | |
| ReActSize=1.7B2026.05 | 26.77 | |
| CREATORSize=4B2026.05 | 25.86 | |
| CoCoDASize=0.6B2026.05 | 25.68 | |
| ReToolSize=0.6B2026.05 | 24.22 | |
| ToRLSize=0.6B2026.05 | 22.59 | |
| TroVESize=1.7B2026.05 | 20.17 | |
| CREATORSize=1.7B2026.05 | 18.26 | |
| Student (CoT)Size=0.6B2026.05 | 17.98 | |
| ReActSize=0.6B2026.05 | 15.57 | |
| TroVESize=0.6B2026.05 | 13.86 | |
| CREATORSize=0.6B2026.05 | 12.77 |