OAG
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
oag-cs
26.8Accuracy/F1 Score
19
OAG 1.4M (test)
80.8Accuracy
9
OAG filter_aug (test)
86.5Accuracy
9
OAG filter (test)
82.4Accuracy
9
OAG
0.852NDCG
9
OAG
0.355NDCG
9
OAG
0.367NDCG
9
OAG
0.615NDCG
9
oag
62.5AUC
6
OAG L1-Field
87.8NDCG
6
OAG Venue
53.31NDCG
6
OAG Chemistry (test)
0.955NDCG
6
OAG Engineering (Engin) (test)
97.7NDCG
6
OAG Material Science (Mater) (test)
0.954NDCG
6
OAG Computer Science (CS) (test)
98.5NDCG
6
OAG-L1-Field (test)
0.868NDCG
4
oag mini 99 classes 4K (test)
58.6Accuracy
3
OAG mini 12 classes 4K (test)
79.1Accuracy
1
OAG mini 39 classes 4K (test)
75.3Accuracy
1