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LAMA dataset and benchmarks · SOTA2 Research

Research Datasets

LAMA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Few-shot text classification

LAMA

28.8Accuracy

57

Knowledge retrieval

LAMA (full)

37.57Accuracy

24

Knowledge Probing

LAMA

13.9Google-RE P@1

20

Knowledge Probing

LAMA-UHN

8.9P@1 (Google-RE)

14

Relational Knowledge Probing

LAMA original (test)

23.13G-RE Score

11

Tamper Localization

Lama

96.5F1 Score

6

Continual Knowledge Learning

LAMA CKL

45Top-1 Accuracy

6

Online Adaptation

LAMA Label Shift

96.4Accuracy

2

Popular tasks

Knowledge Probing online adaptation Few-shot Text Classification Knowledge retrieval Relational Knowledge Probing

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