Multimodal Retrieval on M5Product (test) benchmark leaderboard · SOTA2 Research

Multimodal Retrieval on M5Product (test)

18.27Recall@1MOON3.0

Evaluation Results

Method	Links
MOON3.02026.04		18.27	46.84	59.96
MOON3.02026.04		16.51	41.08	52.64
Qwen3-VL-2B (SFT)2026.04		15.79	33.17	45.87
MOON2.02026.04		15.27	25.69	38.45
MOON2.02026.04		15.21	27.37	39.27
Qwen3-VL-2B (SFT)2026.04		14.53	29.23	43.11
GME-Qwen2VL2026.04		14.49	26.61	39.4
MOON2026.04		14.27	25.05	32.13
GME-Qwen2VL2026.04		13.96	24.25	35.42
InternVL3.5-2B (SFT)2026.04		13.67	27.4	40.4
InternVL3.5-2B (SFT)2026.04		13.51	32.38	41.13
MM-Embed2026.04		13.43	25.31	37.96
MM-Embed2026.04		11.9	22.36	33.23
Qwen3-VL-Embedding2026.04		11.81	26.55	32.98
Qwen3-VL-Embedding2026.04		10.43	24.36	31
MOON2026.04		10.14	20.33	33.31
SigLIP22026.04		9.53	21.71	26.87
FashionCLIP2026.04		9.21	20.76	25.65
Qwen3-VL-2B2026.04		9.14	20.07	30.95
CASLIE-S2026.04		8.4	20.44	27.04
InternVL3.5-2B2026.04		6.67	17.26	23.7
CASLIE-S2026.04		5.69	11.13	17.9
SigLIP22026.04		2.41	8.49	12.44
Qwen3-VL-2B2026.04		1.88	5.38	7.89
FashionCLIP2026.04		1.16	2.53	5.88
InternVL3.5-2B2026.04		0.68	2.31	3.68