Information Retrieval on BEIR BM25 Top-100 initial retrieval benchmark leaderboard · SOTA2 Research

Information Retrieval on BEIR BM25 Top-100 initial retrieval

84.7TREC-COVID ScoreListT5

Evaluation Results

Method	Links
ListT52024.02		84.7	37.7	58.3	56.2	75.6	45.1	33.8	53.2	57.8	50.6	33.6	42.1	86.9	46.2	19.5	82	24.8	77	53.6
RankT52024.02		81.7	37.4	58.3	57.8	74.8	45.2	31.9	49.5	58.3	37.4	38.8	40.3	83.6	45	18.9	79.8	24.5	77.1	52.2
MonoT52024.02		79.8	37.3	57.5	56.4	74.3	46	32.2	48.3	58.5	46.8	32.5	41.3	84	44.8	19	80	26.2	76.3	52.3
MonoT52024.02		78.3	35.7	55.3	52.1	71.2	39.2	32	48	53.4	34.4	29.6	38.6	84.6	42.8	16.7	78.4	23.1	73.1	49.3
ListT52024.02		78.3	35.6	56.4	53.1	72.6	39.6	33.5	48.5	52.1	48.9	33.4	38.8	86.4	43.7	17.6	79.8	24	74.1	50.9
RankT52024.02		77.7	35.1	58.2	53.2	72.8	39.2	30.8	45.4	54.3	35.5	37.1	37	83.3	43.7	16.8	77.6	21.2	73.5	49.6
BM25 Initial2024.02		59.5	32.2	52.2	30.5	63.3	23.6	33	39.5	40.7	40.8	44.2	30	78.9	31.8	14.9	65.2	16.5	67.9	42.5