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Multi-table Question Answering on Atis
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86.05
T-EM
zero-shot
-2.2356
20.6847
43.605
66.5253
Jun 27, 2026
T-EM
Cell F1
Updated 25d ago
Evaluation Results
Method
Method
Links
T-EM
Cell F1
zero-shot
Setting=Tuned LLM (LoRA)
2026.06
86.05
78.35
GRAB
Setting=Tuned LLM (LoRA)
2026.06
86.05
79.49
GRAB
Setting=Frozen LLM
2026.06
79.07
64.78
Prompt tuning
Setting=Frozen LLM
2026.06
70.93
64.09
MultiTabQA
Setting=Others
2026.06
61.63
34
GPT-5.4-mini
Setting=Others
2026.06
2.33
36.3
zero-shot
Setting=Inference-only
2026.06
1.16
16.89
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