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Benchmarks
Text-to-SQL on KaggleDBQA (test)
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64
EA (%)
MNL
13.04
26.27
39.5
52.73
Dec 12, 2025
EA (%)
Memory Usage
Output Length
Updated 4d ago
Evaluation Results
Method
Method
Links
EA (%)
Memory Usage
Output Length
MNL
Base Model=DeepSeek-V3...
2025.12
64
54
514
ACE
Base Model=DeepSeek-V3...
2025.12
54
96
9,406
TFGO
Base Model=Qwen3-Max
2025.12
47
-
125
Memento
Base Model=Qwen3-Max
2025.12
47
87
992
MNL
Base Model=Qwen3-Max
2025.12
46
54
375
Vanilla
Base Model=Qwen3-Max
2025.12
40
-
-
MNL
Base Model=Qwen3-8B
2025.12
28
50
752
Vanilla
Base Model=DeepSeek-V3...
2025.12
24
-
-
TFGO
Base Model=DeepSeek-V3...
2025.12
24
-
100
TFGO
Base Model=Qwen3-8B
2025.12
22
-
34
ACE
Base Model=Qwen3-8B
2025.12
22
98
6,289
Vanilla
Base Model=Qwen3-8B
2025.12
19
-
-
Memento
Base Model=DeepSeek-V3...
2025.12
19
87
1,419
Memento
Base Model=Qwen3-8B
2025.12
15
87
530
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