WOS
Benchmarks
TaskDatasetSOTA resultTrendResults
WOS
82.29Macro-F1
78
WOS-46985
64.5Coverage
24
WOS-46985
0.048WUC
24
WOS few-shot
82.09Micro-F1
20
WOS (test)
87.71Micro-F1
20
WOS-46985 W.3 (test)
82.42Accuracy
12
WOS-11967 W.2 (test)
91.59Accuracy
12
WOS-5736 W.1 (test)
93.57Accuracy
12
WOS
2Indexing Time (mins)
11
WOS (test)
0.4Hallucinated Rate
10
WOS (Web of Science)
80.14Accuracy
8
WOS (test)
80.14Accuracy
8
WOS full-shot
87.1Micro-F1
5
WoS Level 1
75.6Macro F1
4
WOS few-shot bert-large-uncased
—Micro-F1
0
WOS full-shot bert-base-uncased
—Micro-F1
0