SqueezeBERT

Reported on 4 benchmarks across 2 tasks · 1 paper

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

Natural Language Processing4 results

Natural Language InferenceonWNLI
Accuracy· 2020-06-19
65.1
best: 95.9 (Turing NLR v5 XXL 5.4B (fine-tuned))
SqueezeBERT: What can computer vision teach NLP about efficient neural networks?arXiv:2006.11316
Natural Language InferenceonMultiNLI
Matched· 2020-06-19
82
best: 92.6 (Turing NLR v5 XXL 5.4B (fine-tuned))
SqueezeBERT: What can computer vision teach NLP about efficient neural networks?arXiv:2006.11316
Natural Language InferenceonMultiNLI
Mismatched· 2020-06-19
81.1
best: 92.4 (Turing NLR v5 XXL 5.4B (fine-tuned))
SqueezeBERT: What can computer vision teach NLP about efficient neural networks?arXiv:2006.11316
Sentiment AnalysisonSST-2 Binary classification
Accuracy· 2020-06-19
91.4
best: 97.5 (T5-11B)
SqueezeBERT: What can computer vision teach NLP about efficient neural networks?arXiv:2006.11316