SRoBERTa-NLI-large

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

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

Natural Language Processing4 results

Semantic Textual SimilarityonSTS15
Spearman Correlation· 2019-08-27
0.8185
best: 0.9004 (PromptEOL+CSE+LLaMA-30B)
SOTA
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks arXiv:1908.10084
Semantic Textual SimilarityonSTS12
Spearman Correlation· 2019-08-27
0.7453
best: 0.802 (PromptEOL+CSE+OPT-13B)
SOTA
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks arXiv:1908.10084
Semantic Textual SimilarityonSTS16
Spearman Correlation· 2019-08-27
0.7682
best: 0.87 (AnglE-LLaMA-7B-v2)
SOTA
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks arXiv:1908.10084
Semantic Textual SimilarityonSICK
Spearman Correlation· 2019-08-27
0.7429
best: 0.8243 (PromCSE-RoBERTa-large (0.355B))
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks arXiv:1908.10084