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HQA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Question AnsweringHQA
EM0.442
55
Information RetrievalHQA
NDCG@10 (Dense)69.6
21
Private information retentionHQA D_special (test)
r_pri27.67
20
Knowledge gap detectionHQA
Accuracy81.5
18
Knowledge-Intensive ReasoningHQA
Average Score87
18
Question AnsweringHQA (val)
EM35.2
14
Question AnsweringHQA (in-domain)
EM39.6
14
Question AnsweringHQA (test)
Accuracy26.9
11
De-Anonymization ResistanceHQA (test)
r_connect0.4407
10
Public Information RetentionHQA D_special (test)
r_pub47.2
10
Information RetrievalHQA (test)
Recall@557.7
7
Context Compression & QAHQA (val)
EM30.4
6
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