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Retrieval on MAIR (test)

59.38nDCG@10 (Avg)

ERA

Updated 1mo ago

Evaluation Results

Method	Links
ERA 2026.04		59.38	59.13	63.03	71.83	58.58	53.5	58.63
Zero-shot 2026.04		57.91	56.94	61.85	69.38	57.89	53.75	56.65
ERA 2026.04		52.19	49.41	58.49	63.57	49.99	46.28	51.76
ERA 2026.04		51.31	50.16	56.88	61.26	42.53	44.63	52.46
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
Embedding Adapter 2026.04		46.3	43.23	53.44	58.26	42.75	37.12	47.01
ERA 2026.04		44.95	42.34	48.33	56.88	37.16	38.02	46.87
ERA 2026.04		42.14	40.28	40.25	60.77	41.78	32.35	44.08
Embedding Adapter 2026.04		38.94	34.49	48.68	51.02	35.15	32.51	38.26
Embedding Adapter 2026.04		36.96	33.72	38.41	44.82	26.33	35.6	38.91
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
Embedding Adapter 2026.04		29.67	23.68	34.1	38.17	25.34	26.64	30.66
Embedding Adapter 2026.04		26.18	21.66	30.44	42.09	25.24	18.76	26.55