Multi-document Question Answering on MDQA benchmark leaderboard · SOTA2 Research

Multi-document Question Answering on MDQA

72.6Recall@1SE

Evaluation Results

Method	Links
SE2025.12		72.6	54.4	55.8	52.4	56.4	58.3
SE w SIW2025.12		72	57.2	56.6	52.4	55.2	58.7
SE w SIW2025.12		69.6	51.4	47.8	44.6	51.4	53
SE2025.12		69.2	49.8	43.8	43.8	52.2	51.8
Sphs2025.12		65.6	54	51.4	54.4	58.2	56.7
Sphs w SIW2025.12		63.8	56	53.4	55.4	60.4	57.8
Sphs2025.12		57.2	47.6	40.8	42.8	53.8	48.4
Sphs w SIW2025.12		56	49	42.6	44	54.4	49.2
Sphs w SIW2025.12		55.4	47	44	46.2	55.6	49.6
Sphs2025.12		53.8	46.6	43	47	55.4	49.2
SE w SIW2025.12		45	31.2	30.2	32.4	43.8	36.5
SE2025.12		44.8	30	28.2	32.2	44.2	35.9
SE w SIW2025.12		43.8	32.4	34.4	39.2	40.4	38
SE2025.12		42.6	29.6	29.4	38.6	39.2	35.9
Sphs w SIW2025.12		35.2	34.6	40.2	43.4	53.8	41.4
Sphs2025.12		33.6	34	40.6	43	51.8	40.6