Multimodal Retrieval on M5Product benchmark leaderboard · SOTA2 Research

Multimodal Retrieval on M5Product

15.27Recall@1MOON2.0

Evaluation Results

Method	Links
MOON2.02025.11		15.27	25.69	38.45
MOON2.02025.11		15.21	27.37	39.27
GME2025.11		14.49	26.61	39.4
MOON2025.11		14.27	25.05	32.13
GME2025.11		13.96	24.25	35.42
MM-Embed2025.11		13.43	25.31	37.96
MM-Embed2025.11		11.9	22.36	33.23
MOON2.02025.11		11.28	24.43	32.37
MOON2025.11		10.14	20.33	33.31
BGE-VL-Large2025.11		10.08	22.35	27.62
SigLIP22025.11		9.53	21.71	26.87
FashionCLIP2025.11		9.21	20.76	25.65
MOON2025.11		9.11	21.59	26.53
BGE-VL-Large2025.11		8.94	19.43	25.34
CASLIE-S2025.11		8.4	20.44	27.04
FashionCLIP2025.11		8.23	19.44	26.13
SigLIP22025.11		8.09	19.48	25.29
Qwen2.5-VL-3B2025.11		8.01	19.84	26.29
CASLIE-S2025.11		8	19.5	24.57
GME2025.11		6.66	17.87	23.6
MM-Embed2025.11		5.78	13.57	17.14
CASLIE-S2025.11		5.69	11.13	17.9
Qwen2.5-VL-3B2025.11		4.88	12.31	16.72
BGE-VL-Large2025.11		4.04	11.17	16.31
SigLIP22025.11		2.41	8.49	12.44
InternVL3-2B2025.11		1.19	2.97	4.26
FashionCLIP2025.11		1.16	2.53	5.88
Qwen2.5-VL-3B2025.11		1.14	3.59	5.52
InternVL3-2B2025.11		0.53	1.51	2.25
InternVL3-2B2025.11		0.13	0.25	0.38