Subjectivity Analysis on SUBJ

Metric: Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	RoBERTa+DualCL	97.34	No	Dual Contrastive Learning: Text Classification v...	2022-01-21	Code
2	BERT-Base + CLR + LSTM	97.3	No	-	-	Code
3	RoBERTa-large 355M + Entailment as Few-shot Learner	97.1	No	Entailment as Few-Shot Learner	2021-04-29	Code
4	BERT-Base + LSTM	96.6	No	-	-	Code
5	AdaSent	95.5	No	Self-Adaptive Hierarchical Sentence Model	2015-04-20	Code
6	VLAWE	95	No	Vector of Locally-Aggregated Word Embeddings (VL...	2019-02-23	Code
7	CNN+MCFA	94.8	No	Translations as Additional Contexts for Sentence...	2018-06-14	Code
8	byte mLSTM7	94.7	No	A La Carte Embedding: Cheap but Effective Induct...	2018-05-14	Code
9	Byte mLSTM	94.6	No	Learning to Generate Reviews and Discovering Sen...	2017-04-05	Code
10	USE	93.9	No	Universal Sentence Encoder	2018-03-29	Code
11	Capsule-B	93.8	No	Investigating Capsule Networks with Dynamic Rout...	2018-03-29	Code
12	Fast Dropout	93.6	No	-	-	-
13	SWEM-concat	93	No	Baseline Needs More Love: On Simple Word-Embeddi...	2018-05-24	Code
14	STM+TSED+PT+2L	92.34	No	The Pupil Has Become the Master: Teacher-Student...	2019-05-31	Code
15	GRU-RNN-GLOVE	91.85	No	All-but-the-Top: Simple and Effective Postproces...	2017-02-05	Code
16	Llama-3.3-70B + CAPO	91.6	No	CAPO: Cost-Aware Prompt Optimization	2025-04-22	Code
17	Qwen2.5-32B + CAPO	91	No	CAPO: Cost-Aware Prompt Optimization	2025-04-22	Code
18	SDAE	90.8	No	Learning Distributed Representations of Sentence...	2016-02-10	Code
19	Mistral-Small-24B + CAPO	81.67	No	CAPO: Cost-Aware Prompt Optimization	2025-04-22	Code