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Multimodal Reranking on MMEB Video v2

62.9Overall Average Score

Qwen3-VL-8B-reranker

Updated 1mo ago

Evaluation Results

Method	Links
Qwen3-VL-8B-reranker 2026.06		62.9	65.6	67.1	61.7	53.3
Qwen3-VL-8B-miniReranker 2026.06		62.5	67.2	67.3	60.9	48
Qwen3-VL-Reranker-8B 2026.06		61	-	-	-	-
Qwen3-VL-4B-miniReranker 2026.06		60.9	64.5	64	59.2	52.7
Qwen3-VL-4B-reranker 2026.06		60.1	63.2	63.6	60.6	48.3
Qwen3-VL-2B-reranker 2026.06		58.8	63.8	60.3	57.8	49.5
Qwen3-VL-2B-miniReranker 2026.06		55	62.5	50.8	57.6	45.2
Qwen3-VL-Reranker-2B 2026.06		53.2	-	-	-	-
Qwen3-VL-2B-Instruct 2026.06		44	60.2	55.4	20.9	36.7
GME (7B) 2026.06		38.6	37.4	50.4	28.4	38.2
VLM2Vec-Qwen2VL (7B) 2026.06		34	39.1	30	29	40.6
GME (2B) 2026.06		33.9	34.9	42	25.6	32.4
LamRA-Qwen2.5 (7B) 2026.06		33.7	32.9	42.6	23.2	37.6
VLM2Vec (2B) 2026.06		29	33.4	30.5	20.6	33
ColPali v1.3 (3B) 2026.06		28.2	26.7	37.8	21.6	25.5