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CrossNER

Benchmarks

Task NameDataset NameSOTA ResultTrend
Named Entity RecognitionCrossNER
AI Score75.8
59
Named Entity RecognitionCrossNER AI
F1 Score64.5
16
Named Entity RecognitionCrossNER (test)
Micro-F165.54
13
Named Entity RecognitionCrossNER zero-shot (test)
F1 (Literature)64
9
Named Entity RecognitionCrossNER Science
Micro-F166.3
7
Named Entity RecognitionCrossNER Politics
Micro-F172.4
7
Named Entity RecognitionCrossNER 5-shot (test)
CONLL-03 Score63.98
6
Named Entity RecognitionCrossNER 1-shot (test)
CONLL-03 Score49.14
6
Named Entity RecognitionCrossNER Science (held-out)
F1 Score62.07
4
Named Entity RecognitionCrossNER Politics (held-out)
F1 Score68.55
4
Named Entity RecognitionCrossNER Music (held-out)
F1 Score60.59
4
Named Entity RecognitionCrossNER Literature (held-out)
F1 Score57.36
4
Named Entity RecognitionCrossNER Held out AI Literature Music Politics Science
Average F160.35
4
Named Entity RecognitionCrossNER literature
Micro-F156
4
Named Entity RecognitionCrossNER Music
Micro-F161.24
4
Mention DetectionCrossNER music
Recall95.5
2
Mention DetectionCrossNER science
Recall95.7
2
Mention DetectionCrossNER literature
Recall94.4
2
Mention DetectionCrossNER politics
Recall97
2
Named Entity RecognitionCrossNER Science (test)
Micro-F1-
0
Named Entity RecognitionCrossNER Politics (test)
Micro-F1-
0
Named Entity RecognitionCrossNER Music (test)
Micro F1-
0
Named Entity RecognitionCrossNER Literature (test)
Micro-F1-
0
Named Entity RecognitionCrossNER AI (test)
Micro-F1-
0
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