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Retrieval on MAIR 40% labeled query-document pairs

59.99Avg Score

ERA

Updated 1mo ago

Evaluation Results

Method	Links
ERA 2026.04		59.99	59.2	64.57	71.82	59.16	54.75	58.96
Zero-shot 2026.04		57.91	56.94	61.85	69.38	57.89	53.75	56.65
ERA 2026.04		52.57	49.46	59.13	64.03	51.73	46.85	51.8
ERA 2026.04		52.18	50.2	58.07	61.42	45.75	46.65	52.7
Emb. Adapter 2026.04		51.79	49.51	59.85	63.16	50.43	43.1	51.42
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		46.37	42.37	50.59	57.32	39.14	39.98	48.24
Emb. Adapter 2026.04		43.76	38.92	54.98	54.03	39.69	36.76	43.22
ERA 2026.04		43.65	41.18	43.27	61.57	43.39	34.46	45.15
Emb. Adapter 2026.04		42.84	39.28	48.25	52.64	33.47	39.73	43.64
Emb. Adapter 2026.04		37.21	30.74	42.68	47.38	31.47	32.23	38.71
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		33.24	28.17	37.72	48.7	33.55	24.28	34.05