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NFCorpus

Benchmarks

Task NameDataset NameSOTA ResultTrend
Information RetrievalNFCorpus (test)
NDCG@100.462
69
Citation predictionNFCorpus (test)
Accuracy98.8
45
Information RetrievalNFCORPUS
MAP27
40
RAG Leakage AttackNFCORPUS
CCL60.5
36
Information RetrievalNFCorpus
nDCG@1037.07
33
Information RetrievalNFCorpus BEIR
nDCG43.7
22
Membership Inference AttackNFCorpus
AUC0.989
20
Information Retrievalnfcorpus
Recall@10037.7
19
Information RetrievalNFCorpus
nDCG@1039
16
Information RetrievalNFCorpus
Leakage0.68
16
Document RetrievalNFCorpus BEIR
Delta nDCG@101.63
15
Information RetrievalNFCorpus
NDCG@1040.6
13
Ad Hoc RetrievalNFCorpus
NDCG@1035.9
12
Corpus Stealing AttackNFCorpus v1 (test)
CR0.844
12
Logical RetrievalNFCorpus BEIR v1 (test)
nDCG@100.74
12
Information RetrievalNFCorpus Full BEIR
nDCG@1079.32
11
Membership Inference Attack DetectionNFCorpus
Recall91
10
RetrievalNFCorpus-G
R@1037.6
10
False Detection Rate EvaluationNFCorpus
FDR0.5
8
Vector LinkingNFCorpus
Precision82.1
8
Information RetrievalNFCorpus BEIR
Latency (ms)0.02
8
Information RetrievalNfcorpus
NDCG47.6
8
Information RetrievalNFCorpus NanoBEIR (test)
NDCG@1038.1
7
Document RetrievalNFCorpus
nDCG@58.7
6
Adversarial AttackNFCorpus
Contriever52.55
6
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