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Models/Bert-base

Bert-base

Reported on 18 benchmarks across 2 tasks · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing18 results

Word Sense DisambiguationonWiC-TSV
Task 1 Accuracy: domain specific· 2020-04-30
77.9
best: 81 (transformers)
SOTA
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Word Sense DisambiguationonWiC-TSV
Task 2 Accuracy: all· 2020-04-30
71.7
best: 72.7 (CTLR)
SOTA
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Word Sense DisambiguationonWiC-TSV
Task 2 Accuracy: domain specific· 2020-04-30
74.7
best: 81.5 (CTLR)
SOTA
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Word Sense DisambiguationonWiC-TSV
Task 2 Accuracy: general purpose· 2020-04-30
68.6
SOTA
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Entity LinkingonWiC-TSV
Task 1 Accuracy: domain specific· 2020-04-30
77.9
best: 81 (transformers)
SOTA
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Entity LinkingonWiC-TSV
Task 2 Accuracy: all· 2020-04-30
71.7
best: 72.7 (CTLR)
SOTA
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Entity LinkingonWiC-TSV
Task 2 Accuracy: domain specific· 2020-04-30
74.7
best: 81.5 (CTLR)
SOTA
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Entity LinkingonWiC-TSV
Task 2 Accuracy: general purpose· 2020-04-30
68.6
SOTA
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Word Sense DisambiguationonWiC-TSV
Task 1 Accuracy: all· 2020-04-30
75.3
best: 77.8 (transformers)
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Word Sense DisambiguationonWiC-TSV
Task 1 Accuracy: general purpose· 2020-04-30
73.3
best: 75.2 (transformers)
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Word Sense DisambiguationonWiC-TSV
Task 3 Accuracy: all· 2020-04-30
76.6
best: 85.3 (Human)
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Word Sense DisambiguationonWiC-TSV
Task 3 Accuracy: domain specific· 2020-04-30
80.4
best: 89.2 (Human)
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Word Sense DisambiguationonWiC-TSV
Task 3 Accuracy: general purpose· 2020-04-30
73.5
best: 82.1 (Human)
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Entity LinkingonWiC-TSV
Task 1 Accuracy: all· 2020-04-30
75.3
best: 77.8 (transformers)
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Entity LinkingonWiC-TSV
Task 1 Accuracy: general purpose· 2020-04-30
73.3
best: 75.2 (transformers)
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Entity LinkingonWiC-TSV
Task 3 Accuracy: all· 2020-04-30
76.6
best: 85.3 (Human)
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Entity LinkingonWiC-TSV
Task 3 Accuracy: domain specific· 2020-04-30
80.4
best: 89.2 (Human)
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016
Entity LinkingonWiC-TSV
Task 3 Accuracy: general purpose· 2020-04-30
73.5
best: 82.1 (Human)
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context arXiv:2004.15016