SCIDOCS
Benchmarks
TaskDatasetSOTA resultTrendResults
SCIDocs
23.11nDCG@10
24
SciDocs (dev)
90.4Cite
22
SCIDOCS
0.991AUC
20
SciDocs BEIR
16.96NDCG@10
19
SCIDOCS
18.3NDCG@10
19
SCIDOCS
24.01nDCG@10
18
SciDocs (test)
72.22MAP
16
SCIDOCS (test)
16.7NDCG@10
16
SCIDOCS (test)
87.1MAG F1
13
SciDocs v1 (test)
0CR
12
SCIDOCS
99.8Recall
10
SCIDOCS Recommendation
0.539nDCG
10
SCIDOCS Co-Cite
88.1MAP
10
SCIDOCS Cite
91.6MAP
10
SCIDOCS Co-Read
84.5MAP
10
SCIDOCS Co-View
83.6MAP
10
SCIDOCS MeSH
86.4F1 Score
10
SCIDOCS MAG
0.82F1
10
SciDocs Full Cocite CoRead CoView F2F
66.25Recall@5
9
SciDocs
82.8Precision
8
SciDocs (Cocite)
96.16Recall@10
6
SciDocs
21.3nDCG@5
6
Scidocs BEIR
0.29nDCG
6
SCIDOCS
27.02Contriever Score
6
SCIDOCS
22.55Accuracy
6