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66.43MTEB Score

MGH

Updated 4d ago

Evaluation Results

Method
MGH 2025.08	66.43	-	-	-	-	-	-	-	-
bge-en-icl 2025.08	66.08	-	-	-	-	-	-	-	-
MGH 2025.08	65.87	-	-	-	-	-	-	-	-
bge-en-icl 2025.08	64.83	-	-	-	-	-	-	-	-
LLM2Vec 2025.08	64.8	-	-	-	-	-	-	-	-
ECHO 2025.08	64.68	-	-	-	-	-	-	-	-
bge-large-en-v1.5 2025.08	64.23	-	-	-	-	-	-	-	-
NV-Embed 2025.08	64.18	-	-	-	-	-	-	-	-
UDEVER-bloom-7b 2025.08	60.63	-	-	-	-	-	-	-	-
HyTE-H 2026.02	59.89	72.71	44.83	83.82	43.56	78.38	46.01	30.87	57.15
SGPT 2025.08	58.93	-	-	-	-	-	-	-	-
ModernBert-embed* 2026.02	58.32	69.25	40.87	83.84	43.28	78	44.29	28.37	55.59
turkish-base-bert-uncased-Retrieval 2026.01	57.89	72.29	43.23	61.77	47.95	64.18	-	-	-
bert-base-turkish-cased-Retrieval 2026.01	56.61	69.45	42.25	60.95	49.7	60.71	-	-	-
Mursit-Large-TR-Retrieval 2026.01	56.43	67.47	38.76	59.88	51.59	64.44	-	-	-
HyTE-H (bert) 2026.02	56.41	68.77	41.95	79.7	40.54	74.39	42.05	28.87	53.75
Mursit-Base-TR-Retrieval 2026.01	55.86	66.25	39.75	61.31	50.07	61.9	-	-	-
bert-base-turkish-uncased-Retrieval 2026.01	55.39	69.05	41.52	61.39	50.2	54.77	-	-	-
HyTE-H (Euc) 2026.02	54.57	68.76	38.67	80.02	34.26	73.33	44.54	36.45	53.71
mmbert-base-Retrieval 2026.01	54.48	65.16	33.24	61.51	48.93	63.56	-	-	-
turkish-large-bert-cased-Retrieval 2026.01	54.41	68.13	41.5	60.77	48.23	53.4	-	-	-
EucBERT 2026.02	54.11	69.07	35.31	80.02	37.01	75.02	35.18	27.62	51.31
berturk-legal-Retrieval 2026.01	53.94	64.95	39.77	58.81	48.64	57.54	-	-	-
KV-Embedding 2026.01	53.41	69.51	39.02	75.64	30.14	77.2	51.45	30.88	-
KV-Embedding 2026.01	52.7	66.02	44.48	73.32	30.79	73.98	52.37	27.96	-
tabibert-Retrieval 2026.01	52.52	65.36	36.3	60.1	47.68	53.17	-	-	-
Echo 2026.01	50.34	62.61	41.89	71.25	29.41	71.24	50.74	25.27	-
Echo 2026.01	50.08	63.98	36.81	75.6	24.14	73.33	47.51	29.22	-
KV-Embedding 2026.01	49.37	63.75	39.03	68	27.65	71.41	50.07	25.66	-
PromptEOL 2026.01	47.02	62.5	40.35	59.11	20.17	69.19	49.91	27.88	-
Token Prepending 2026.01	46.19	65.77	33.65	57.34	18.17	69.68	49.92	28.8	-
PromptEOL 2026.01	45.37	65.71	31.58	56.29	17.46	69.53	48.35	28.63	-
w/o KV Re-routing 2026.01	45.13	56.11	40.76	58.39	20.88	61.87	50.44	27.46	-
w/o KV Re-routing 2026.01	45.02	60.08	36.11	59.31	20.14	64.78	48.04	26.64	-
PromptEOL 2026.01	44.78	61.38	36.51	56.37	18.57	67.41	49.24	23.96	-
Token Prepending 2026.01	44.68	65.8	28.25	57.64	16.19	67.75	47.9	29.21	-
Echo 2026.01	43.75	57.61	35.3	63.67	17.27	66.34	43.15	22.94	-
Token Prepending 2026.01	43.2	62.83	33.72	52.06	16.22	63.7	49.01	24.83	-
w/o KV Re-routing 2026.01	40.96	50.94	37.69	52.96	20.23	56.31	46	22.57	-
Mean Pooling 2026.01	37.75	51.57	34.72	56.81	8.86	48.85	37.9	25.57	-
Mean Pooling 2026.01	35.07	48.48	35.77	51.76	7.13	47.02	35.37	19.96	-
Mean Pooling 2026.01	33.31	46.56	33.05	52.69	2.94	45.71	32.72	19.49	-
Last Token 2026.01	32.45	53.14	25.16	34.4	10.36	39.15	36.73	28.23	-
Last Token 2026.01	30.73	47.69	26.52	35.54	8.87	35.13	36.08	25.26	-
Last Token 2026.01	27.21	42.43	23.95	30.54	7.22	28.18	34.76	23.41	-