Question Answering on Scientific QA (Base setting) benchmark leaderboard · SOTA2 Research

Question Answering on Scientific QA (Base setting)

56.19F1 ScoreDeepEra

Evaluation Results

Method	Links
DeepEra2026.01		56.19	54.86	58.54	4.3
RankGPT2026.01		51.95	51.02	50.92	4
VicunaReranker2026.01		45.27	51.32	52.29	4.07
RankGPT2026.01		45.15	35.41	57.12	3.65
Jina2026.01		44.36	33.53	60.14	3.62
ZephyrReranker2026.01		44.22	50.62	51.64	4.06
DeARrerank2026.01		44.22	50.76	50.67	4.05
MonoT52026.01		43.88	50.63	50.69	3.96
DeARrerank2026.01		43.47	41.61	60.94	3.69
limrank2026.01		43.12	50	49.98	3.94
VicunaReranker2026.01		42.84	41.2	59.18	3.66
MXBAI2026.01		42.55	32.79	52.07	3.17
MonoT52026.01		42.55	40.7	60.31	3.63
BGE2026.01		42.31	31.36	60.42	3.62
SPLADE2026.01		42.12	31.38	59.84	3.64
ZephyrReranker2026.01		41.74	39.77	59.29	3.64
BGE2026.01		41.6	33.83	51.67	2.94
Jina2026.01		41.6	38.98	47.88	3.44
BCE2026.01		41.37	30.07	60.79	3.64
ColBERT2026.01		41.33	30.43	60.38	3.62
DeepEra2026.01		41.11	30.2	60.35	3.67
TwoLAR2026.01		40.75	31.26	50.79	3.01
RankT52026.01		40.61	32.83	51.05	2.93
MiniLM2026.01		40.57	31.75	49.47	2.72
ColBERT2026.01		40.53	31.92	50.79	2.85
MXBAI2026.01		40.11	29.95	61.17	3.69
TwoLAR2026.01		40.01	29.74	61.36	3.66
In-Ranker2026.01		39.6	31.19	50.56	2.93
MiniLM2026.01		39.56	28.52	61.39	3.63
BCE2026.01		39.29	31.67	50.79	2.86
RankT52026.01		39.02	28.68	60.67	3.61
SPLADE2026.01		38.82	30.93	50.31	2.69
In-Ranker2026.01		38.42	29.11	60.25	3.68
LLM2Vec2026.01		38.4	31.23	50.73	2.88
limrank2026.01		37.15	35.66	54.15	3.44
LLM2Vec2026.01		36.99	27.67	59.37	3.62
ListT52026.01		24.21	24.01	14.48	1.54
ListT52026.01		20.92	24.81	22.34	1.53