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Benchmarks
Table Retrieval on Bird (dev)
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86.2
Precision@5
GraphER-PPR
19.224
36.612
54
71.388
Mar 26, 2026
Precision@5
Precision@5 (Entire Query Set)
Precision@10
Precision@10 (Entire Query Set)
Updated 22d ago
Evaluation Results
Method
Method
Links
Precision@5
Precision@5 (Entire Query Set)
Precision@10
Precision@10 (Entire Query Set)
GraphER-PPR
Base Retriever=Cohere-...
2026.03
86.2
88.4
95.9
96.6
GraphER-GAT
Base Retriever=Cohere-...
2026.03
83.4
86.7
96.6
97.3
GraphER-GCS
Base Retriever=Cohere-...
2026.03
80
83.9
95.5
96.3
Cohere-Embed-V4+BM25
Base Retriever=Cohere-...
2026.03
74.2
79.3
89.3
91.5
GraphER-GAT
Base Retriever=Llama-E...
2026.03
36.9
43.2
77
80.4
GraphER-PPR
Base Retriever=Llama-E...
2026.03
33
40.3
78.2
81.4
GraphER-GCS
Base Retriever=Llama-E...
2026.03
29.4
36.6
72.8
77
Llama-Embed-Nemotron-8B+BM25
Base Retriever=Llama-E...
2026.03
21.8
30.8
70.4
75.7
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