Sentiment Analysis on Multi-Domain Sentiment Dataset

6개 결과 · ⬇ CSV · JSON

DVD

Rank	Model	DVD	Books	Electronics	Kitchen	Average	Paper	Code	Year
1	UDALM: Unsupervised Domain Adaptation through Language Modeling	89.78	90.63	92.78	93.77	91.74	UDALM: Unsupervised Domain Adaptation through Language Modeling	ckarouzos/slp_daptmlm	2021
2	Distributional Correspondence Indexing	81.00	81.4	85,06	85.9	83.30	Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments	AlexMoreo/pydci	2018
3	Multi-task tri-training	78.14	74.86	81.45	82.14	79.15	Strong Baselines for Neural Semi-supervised Learning under Domain Shift	bplank/semi-supervised-baselines · ambujojha/SemiSupervisedLearning	2018
4	VFAE	76.57	73.40	80.53	82.93	78.36	The Variational Fair Autoencoder	nctumllab/huang-ching-wei · yevgeni-integrate-ai/vfae	2015
5	Asymmetric tri-training	76.17	72.97	80.47	83.97	78.39	Asymmetric Tri-training for Unsupervised Domain Adaptation	ksaito-ut/atda	2017
6	DANN	75.4	71.43	77.67	80.53	76.26	Domain-Adversarial Training of Neural Networks	PaddlePaddle/PaddleSpeech · thuml/Transfer-Learning-Library · facebookresearch/DomainBed · +34	2015