Semantic Textual Similarity on MTEB English 2023 (test) benchmark leaderboard · SOTA2 Research

Semantic Textual Similarity on MTEB English 2023 (test)

89.37BIOData-CUBE

Evaluation Results

Method	Links
Data-CUBE2024.01		89.37	82.52	78.46	88.39	83.06	89.46	85.87	91.08	68.28	87.61	84.41
GTE2024.01		88.65	79.81	76.81	88.11	82.66	88.93	84.25	88.47	69.71	86.07	83.35
OpenAI-TE2024.01		86.35	80.6	69.8	83.27	76.09	86.12	85.96	90.25	68.12	83.17	80.97
Stella2024.01		85.94	81.06	78.72	84.88	83.11	88.74	86.35	87.71	66.28	87.45	83.02
Ember2024.01		85.81	81.75	78.51	86.62	83.06	88.39	86.82	87.9	66.76	87.77	83.34
Udever2024.01		85.52	81.41	77.47	86.38	81.17	88.23	86.29	90.62	65.01	88.02	83.01
Cohere2024.01		85.01	82.18	77.62	85.16	80.02	88.92	86.92	90.09	66.81	88.79	83.15
Voyage2024.01		84.85	79.71	77.09	88.91	82.08	89.21	84.74	90.73	62.1	89.86	82.93
E52024.01		84.73	80.49	75.93	85.22	80.54	88.81	85.28	89.37	62.99	87.21	82.06
BGE2024.01		84.65	81.68	79.05	86.37	82.78	88.03	86.49	87.5	67.05	87.52	83.11
Jina2024.01		84.43	79.2	74.52	83.16	78.09	86.91	83.65	90.16	64.88	84.6	80.96
INS2024.01		84.39	81.27	76.28	88.18	81.92	89.01	85.49	90.3	67.74	86.88	83.15
Contriever2024.01		83.32	70.2	64.34	80.03	74.51	83.3	79.67	86.32	64.64	78.81	76.51
GTR2024.01		81.91	74.29	70.12	82.72	78.24	86.26	81.61	85.18	65.76	77.73	78.38
SentenceT52024.01		80.43	80.47	78.85	88.94	84.86	89.32	84.67	89.46	65.33	84.01	82.63
SGPT2024.01		79.5	79.59	74.29	85.35	79.21	85.52	82.54	90.44	63.2	85.67	80.53
USE2024.01		78.19	74.43	72.58	72.22	69.98	82.22	76.91	85.22	61.9	80.28	75.39
SimCSE2024.01		68.38	80.77	75.3	84.67	80.19	85.4	80.82	89.44	61.96	84.25	79.12
GloVe2024.01		44.93	55.43	54.64	69.16	60.81	72.31	65.34	77.95	56.35	61.54	61.85