Multi-modal Retrieval (ALL->T) on EVQA+ benchmark leaderboard · SOTA2 Research

Multi-modal Retrieval (ALL->T) on EVQA+

33.36R@1MiMIC-ANCE

Evaluation Results

Method	Links
MiMIC-ANCE2026.04		33.36	47.9	61.28	73.87	44.21	43.64	44.51	45.28
Marvel-ANCE2026.04		31.85	45.26	57.51	66.8	42.26	41.5	42.5	42.96
UniVL-DR2026.04		30.48	45.35	58.9	70.75	41.58	41.02	41.89	42.66
MiMIC2026.04		29.41	43.08	57.06	71.13	40.03	39.3	40.36	41.15
CLIP-DPR2026.04		27.86	41.19	55.32	68.34	38.38	37.62	38.72	39.39
Marvel-DPR2026.04		26.17	37.92	49.75	59.55	35.74	34.74	36.02	36.3
VISTA*2026.04		24.05	36.16	49.46	60.27	33.78	33.05	34.05	34.73