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Multi-hop Retrieval on MultiHop-RAG (test)

63.26NDCG@10

ScalDPP

Updated 12d ago

Evaluation Results

Method	Links
ScalDPP 2026.02		63.26	78.55	81.23	59.8	69.07	74.97
ScalDPP 2026.02		60.89	74.8	77.65	57.19	65.02	72.4
ScalDPP 2026.02		60.7	72.1	74.53	58.15	65.25	69.83
Standard RAG 2026.02		60.36	77.32	80.45	54.9	62.85	70.06
Standard RAG 2026.02		59.09	73.56	75.87	54.79	62.32	67.37
Standard RAG 2026.02		59.05	73.44	76.98	54.54	61.59	68.6
ScalDPP 2026.02		58.84	71.73	74.19	55.98	64.13	69.83
Standard RAG 2026.02		57.86	73.39	76.09	53.44	61.57	66.82
DPP Base, no adapter 2026.02		51.56	61.96	66.7	47.35	50.47	57.65
DPP Base, no adapter 2026.02		51.54	61.53	69.39	46.89	49.39	59.78
DPP Base, no adapter 2026.02		49.63	58.81	66.26	45.7	48.25	57.88
DPP Base, no adapter 2026.02		48.96	58.31	64.8	44.98	47.51	55.98
ScalDPP 2026.02		48.95	74.53	78.66	43.39	59.42	67.93
ScalDPP 2026.02		46.31	71.82	76.2	39.63	53.87	63.58
Standard RAG 2026.02		45.88	66.69	72.74	37.99	45.34	54.41
ScalDPP 2026.02		44.67	67.84	71.84	40.04	55.56	63.13
ScalDPP 2026.02		43.59	69.17	72.74	38.16	54.16	61.23
Standard RAG 2026.02		42.59	60.5	68.27	35.45	41.42	51.62
Standard RAG 2026.02		41.47	61.77	67.49	34.19	41.86	50.17
Standard RAG 2026.02		40.53	59.23	64.47	33.54	40.46	48.6
DPP Base, no adapter 2026.02		23.29	40.56	49.94	16.45	21.84	30.17
DPP Base, no adapter 2026.02		22.9	42.15	53.07	14.39	19.44	27.82
DPP Base, no adapter 2026.02		22.65	40.52	51.17	14.97	20.47	29.72
DPP Base, no adapter 2026.02		21.33	41.71	48.6	13.03	18.7	24.92