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ResearchFormerly WizWand

Tabular Analysis on WTQ

81.4AccuracyMOCA-AGENT
10.024828.554947.08565.6151May 8, 2026May 13, 2026May 19, 2026May 24, 2026May 30, 2026Jun 4, 2026Jun 10, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MOCA-AGENTMethod Category=Reinforcement learning, Backbone=Qwen3.6-27B2026.0681.4
ARTEMIS-DAMethod Category=Prompting / in-context learning2026.0680.8
TableMasterMethod Category=Prompting / in-context learning2026.0678.13
SS-CoTMethod Category=Prompting / in-context learning2026.0676.8
TabAFMethod Category=Fine-tuning approaches2026.0674.72
Chain-of-TableMethod Category=Prompting / in-context learning2026.0667.31
OmniTabMethod Category=Fine-tuning approaches2026.0662.8
TableGPT2Method Category=Fine-tuning approaches2026.0661.42
TAPEX-LargeMethod Category=Fine-tuning approaches2026.0659.1
TableLLMMethod Category=Fine-tuning approaches2026.0653.59
Teacher (CoT)Size=32B2026.0551.9
CoCoDASize=8B2026.0551.54
ReToolSize=8B2026.0550.36
ToRLSize=8B2026.0548.89
Student (CoT)Size=8B2026.0547.38
CoCoDASize=4B2026.0546.83
ReToolSize=4B2026.0546.72
ToRLSize=4B2026.0544.77
ReActSize=8B2026.0542.64
Student (CoT)Size=4B2026.0541.67
CoCoDASize=1.7B2026.0538.05
ReToolSize=1.7B2026.0537.59
ReActSize=4B2026.0536.8
ToRLSize=1.7B2026.0534.61
TroVESize=8B2026.0532.2
CREATORSize=8B2026.0530.42
Student (CoT)Size=1.7B2026.0530.32
TroVESize=4B2026.0527.62
ReActSize=1.7B2026.0526.77
CREATORSize=4B2026.0525.86
CoCoDASize=0.6B2026.0525.68
ReToolSize=0.6B2026.0524.22
ToRLSize=0.6B2026.0522.59
TroVESize=1.7B2026.0520.17
CREATORSize=1.7B2026.0518.26
Student (CoT)Size=0.6B2026.0517.98
ReActSize=0.6B2026.0515.57
TroVESize=0.6B2026.0513.86
CREATORSize=0.6B2026.0512.77