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Table Retrieval on FetaQA original (test)
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78.4
Recall@10
PIPER
0.92
21.035
41.15
61.265
May 18, 2026
Recall@10
Updated 15d ago
Evaluation Results
Method
Method
Links
Recall@10
PIPER
query optimization=true
2026.05
78.4
PIPER
query optimization=false
2026.05
78.3
Dense Table Embedding
representation=full table
2026.05
74.1
Dense Row-level Embedding
2026.05
71.1
pT + QGpT
2026.05
58.6
pT
2026.05
57.3
Dense Metadata Embedding
2026.05
43.6
Dense Table Embedding
representation=column...
2026.05
20.8
Sparse Lexical Repr. (BM25)
include_table_title=false
2026.05
8.4
Sparse Lexical Repr. (TF-IDF)
include_table_title=true
2026.05
8.3
Sparse Lexical Repr. (BM25)
include_table_title=true
2026.05
8.2
Sparse Lexical Repr. (TF-IDF)
include_table_title=false
2026.05
3.9
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