ML Research Wiki / Benchmarks / Semantic Textual Similarity / SentEval

SentEval

Semantic Textual Similarity Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: MRPC

Top Performing Models

Rank Model Paper MRPC Date Code
1 GenSen Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning 87.80 2018-03-30 📦 facebookresearch/InferSent 📦 facebookresearch/SentEval 📦 Maluuba/gensen 📦 najafmurtaza/Developing-Machine-Learning-Models-in-Flask
2 InferSent Supervised Learning of Universal Sentence Representations from Natural Language Inference Data 86.30 2017-05-05 📦 facebookresearch/InferSent 📦 facebookresearch/SentEval 📦 cdpierse/transformers-interpret
3 Snorkel MeTaL(ensemble) Training Complex Models with Multi-Task Weak Supervision 0.00 2018-10-05 📦 HazyResearch/metal
4 MT-DNN-ensemble Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding 0.00 2019-04-20 📦 namisan/mt-dnn 📦 microsoft/MT-DNN 📦 chunhuililili/mt_dnn
5 XLNet-Large XLNet: Generalized Autoregressive Pretraining for Language Understanding 0.00 2019-06-19 📦 huggingface/transformers 📦 PaddlePaddle/PaddleNLP 📦 zihangdai/xlnet

All Papers (5)