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Information Retrieval on MAIR 5% labeled query-document pairs (test)

58.53Average IR Score

ERA

Updated 1mo ago

Evaluation Results

Method	Links
ERA 2026.04		58.53	58.66	62.03	70.61	57.38	52.44	57.91
Zero-shot 2026.04		57.91	56.94	61.85	69.38	57.89	53.75	56.65
ERA 2026.04		51.38	48.96	57.35	62.46	49.67	45.38	50.93
Zero-shot 2026.04		50.37	48.48	58.34	60.56	48.58	44.55	49.17
ERA 2026.04		49.14	47.9	53.04	58.9	38.4	44.07	50.72
Zero-shot 2026.04		46.64	44.05	49.25	57.58	36.21	42.29	48.57
ERA 2026.04		41.51	40.65	44.44	53.63	34.21	35.38	42.65
ERA 2026.04		39.8	38.75	39.62	58.45	39.6	29.65	41.02
Zero-shot 2026.04		36.74	35.62	41.35	50.36	31.77	30.64	36.67
Zero-shot 2026.04		34.03	34.81	34.85	52.44	37.01	25.25	33.28
Emb. Adapter 2026.04		19.77	17.72	26.67	19.25	12.84	12.31	22.18
Emb. Adapter 2026.04		14.83	12.21	23.04	17.22	9.31	9.53	15.49
Emb. Adapter 2026.04		9.74	9.22	16.95	7.3	4.82	6.41	10.03
Emb. Adapter 2026.04		8.36	6.47	15.62	4.85	5.82	5.75	8.46
Emb. Adapter 2026.04		7.48	6.59	14.36	8.92	6.65	4.04	6.6