Information Retrieval on BEIR top-60 benchmark leaderboard · SOTA2 Research

Information Retrieval on BEIR top-60

77.9TREC-COVID ScoreCoRe-R

Evaluation Results

Method	Links
CoRe-R2025.10		77.9	36.8	39.8	75.3	19.6	44.2	63.2	88.1	22.6	75	28.2	34.8	81.5	55.1	43.4	52.4
QR-R2025.10		77.5	35.5	39.3	74.5	18.6	42.7	63.3	88.2	21.7	74.6	27.4	34.5	72.9	50.5	43.1	50.9
QR-R2025.10		77	34.6	40	70.3	20.7	42.8	63.1	89.6	24.9	75.6	25.3	34.5	70.8	49.8	42.9	50.8
CoRe-R2025.10		77	34.8	40.3	70.9	20.7	43	63.7	89.6	24.5	75.7	25.6	34.7	80.5	51.7	43.5	51.7
ICR2025.10		76.9	34.5	38.6	74.3	18.5	42	61	89.1	22.3	74.9	26.9	32.8	78	43	41.7	50.2
CoRe-R2025.10		74.6	34.8	37.5	73.6	19.3	41.6	56.8	88.4	23.2	74.2	27.6	31	85.1	53.3	41.2	50.8
QR-R2025.10		74.3	34.3	36.9	71.3	17.1	39.6	54.9	87	20.8	72.5	25.8	31.1	71.4	51.2	40.3	48.6
ICR2025.10		73.8	27.2	36.4	65.2	17.5	36	56.9	89	22.4	74.4	19.2	30.1	75.2	40.7	37.3	46.7
ICR2025.10		73.7	32.4	35.9	75.1	19.4	41.1	59.5	88.4	21.9	72	23.5	30.7	79.5	54.7	42.3	50
CoRe-R2025.10		71.9	33	36.6	74.5	19.6	41.9	60.5	86.6	21	73.6	25.6	31.8	74.5	56.7	43.6	50.1
QR-R2025.10		71.7	33	35.3	74.2	19.5	40.9	57.9	88	21.1	73.3	25.2	30.4	70.1	54.6	43	49.2
ICR2025.10		71.5	32.7	35.3	72.1	16.7	37	53.1	87.4	21.4	72.2	23.5	28.8	81.2	46.6	38.3	47.8
Retriever Baseline2025.10		63.1	33.7	36	71.3	22.5	36.9	51.6	85.5	30.3	62.9	24	30.7	86.7	56.4	44.3	49.1