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Retrieval on MAIR 10% labeled query-document pairs

58.92Average Score

ERA

Updated 1mo ago

Evaluation Results

Method	Links
ERA 2026.04		58.92	58.61	63.26	70.75	57.72	53.33	58.03
Zero-shot 2026.04		57.91	56.94	61.85	69.38	57.89	53.75	56.65
ERA 2026.04		51.62	49.49	57.85	62.74	49.52	45.96	50.95
ERA 2026.04		50.39	48.83	54.94	60.82	40.74	44.78	51.74
Zero-shot 2026.04		50.37	48.48	58.34	60.56	48.58	44.55	49.17
Zero-shot 2026.04		46.64	44.05	49.25	57.58	36.21	42.29	48.57
ERA 2026.04		43.26	41.56	46.89	56.05	35.91	36.84	44.42
ERA 2026.04		40.77	39.57	38.94	59.36	40.47	31.15	42.43
Zero-shot 2026.04		36.74	35.62	41.35	50.36	31.77	30.64	36.67
Emb. Adapter 2026.04		35.32	33.45	43.34	43.45	29.77	24.64	36.88
Zero-shot 2026.04		34.03	34.81	34.85	52.44	37.01	25.25	33.28
Emb. Adapter 2026.04		28.71	23.47	39.04	37.71	22.41	22.62	28.92
Emb. Adapter 2026.04		25.01	23.22	28.21	30.88	16.26	22.01	26.43
Emb. Adapter 2026.04		20.63	17.98	26.01	21.56	17.35	17.88	21.12
Emb. Adapter 2026.04		17.37	14.68	22.16	27.52	15.27	11.67	17.51