Retrieval on MMEB v2 benchmark leaderboard · SOTA2 Research

Retrieval on MMEB v2

78.2Image Retrieval ScoreQwen3-VL-Reranker-8B

Evaluation Results

Method	Links
Qwen3-VL-Reranker-8B2026.01		78.2	79.2	61	85.8
Qwen3-VL-Embedding-2B2026.01		74.8	73.4	53.6	79.2
Qwen3-VL-Reranker-2B2026.01		74	75.2	53.2	83.2
UniME-V22026.01		71.8	59.6	39	56.7
UME-R12026.01		71.3	64.5	47.5	67.1
e5-omni-7B2026.01		71.2	66.4	43.5	76.1
e5-omni-vanilla-7B2026.01		69	64.4	41.8	74.7
jina-reranker-m02026.01		68.2	—	—	85.2
CAFe2026.01		67.6	60.6	42.4	63.9
e5-omni-3B2026.01		67.6	63.1	40.6	73.2
e5-omni-vanilla-3B2026.01		65.8	62	39.3	72
VLM2Vec-v12026.01		65.5	52.3	33.7	46.4
VLM2Vec-v22026.01		64.9	58	34.6	65.4
GME2026.01		56	57.8	38.4	75.2
LCO-EMB2026.01		44	50.6	38.2	69.8
Omni-Embed-Nemotron2026.01		43.7	51.5	36.9	74.2
Tevatron-Omni2026.01		37.1	48.1	35.1	74.5
ColPali-v1.32026.01		34.9	44.4	28.2	71