Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/PromptEOL+CSE+LLaMA-30B

PromptEOL+CSE+LLaMA-30B

Reported on 7 benchmarks across 1 task · 1 paper · 4 SOTA

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

Natural Language Processing7 results

Semantic Textual SimilarityonSTS14
Spearman Correlation· 2023-07-31
0.8585
best: 0.8689 (AnglE-LLaMA-13B)
SOTA
Scaling Sentence Embeddings with Large Language Models arXiv:2307.16645
Semantic Textual SimilarityonSTS15
Spearman Correlation· 2023-07-31
0.9004
SOTA
Scaling Sentence Embeddings with Large Language Models arXiv:2307.16645
Semantic Textual SimilarityonSTS13
Spearman Correlation· 2023-07-31
0.9025
best: 0.9058 (AnglE-LLaMA-7B)
SOTA
Scaling Sentence Embeddings with Large Language Models arXiv:2307.16645
Semantic Textual SimilarityonSTS16
Spearman Correlation· 2023-07-31
0.8627
best: 0.87 (AnglE-LLaMA-7B-v2)
SOTA
Scaling Sentence Embeddings with Large Language Models arXiv:2307.16645
Semantic Textual SimilarityonSICK
Spearman Correlation· 2023-07-31
0.8238
best: 0.8243 (PromCSE-RoBERTa-large (0.355B))
Scaling Sentence Embeddings with Large Language Models arXiv:2307.16645
Semantic Textual SimilarityonSTS Benchmark
Spearman Correlation· 2023-07-31
0.8914
best: 0.931 (Mnet-Sim)
Scaling Sentence Embeddings with Large Language Models arXiv:2307.16645
Semantic Textual SimilarityonSTS12
Spearman Correlation· 2023-07-31
0.7972
best: 0.802 (PromptEOL+CSE+OPT-13B)
Scaling Sentence Embeddings with Large Language Models arXiv:2307.16645