Information Retrieval on Scientific QA Base setting benchmark leaderboard · SOTA2 Research

Information Retrieval on Scientific QA Base setting

58.66HitRate@1DeepEra

Evaluation Results

Method	Links
DeepEra2026.01		58.66	88.63	63.36
ZephyrReranker2026.01		56.35	85.58	60.87
Jina2026.01		53.45	71.62	62.45
MonoT52026.01		53.33	73.78	58.49
VicunaReranker2026.01		52.53	83.98	58.45
limrank2026.01		52.05	83.13	62.5
RankGPT2026.01		52	74	60
DeepEra2026.01		50	71.4	66.34
MXBAI2026.01		48.49	70.61	62.61
DeARrerank2026.01		48.07	58.09	50.08
VicunaReranker2026.01		47.85	65.08	60.14
RankGPT2026.01		47.8	63.8	56.08
MonoT52026.01		47.27	60.48	58.99
RankT52026.01		46.9	61.92	52.4
DeARrerank2026.01		46.14	75.18	50.61
In-Ranker2026.01		45.5	58.46	52.38
BGE2026.01		44.72	72.84	58.63
Jina2026.01		44.52	58.63	52.77
BCE2026.01		44.51	59.74	52.24
BGE2026.01		44.23	59.85	51.85
ZephyrReranker2026.01		43.45	69.68	63.64
MiniLM2026.01		42.38	57.14	49.79
limrank2026.01		40.96	57.43	49.74
MXBAI2026.01		39.4	54.75	47.29
LLM2Vec2026.01		39.27	62.37	52.31
ColBERT2026.01		38.89	55.11	49.35
TwoLAR2026.01		38.57	74.91	58.84
TwoLAR2026.01		37.36	57.97	47.89
BCE2026.01		37.19	59.77	48.64
SPLADE2026.01		36.83	54.14	47.33
In-Ranker2026.01		33.8	69.56	51.29
RankT52026.01		32.88	64.67	51.49
SPLADE2026.01		29.42	63.26	50.09
ColBERT2026.01		28.47	63.62	48.91
MiniLM2026.01		23.58	43.47	34.76
LLM2Vec2026.01		15.34	27.22	22.06
ListT52026.01		1.2	1.2	1.25
ListT52026.01		0.4	1.6	1