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Multimodal Reranking research benchmarks · SOTA2 Research

Multimodal Reranking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

60NDCG@5

16

May 13, 2026

MMEB Summary v2 (Overall)

Qwen3-VL-Reranker-8B

79.2Overall Score

15

Jun 11, 2026

Qwen3-VL-8B-reranker

87.1Overall Score

15

Jun 11, 2026

Qwen3-VL-8B-reranker

62.9Overall Average Score

15

Jun 11, 2026

78.9nDCG@50

11

Feb 26, 2026

180.2Vision Latency (ms)

5

May 13, 2026

Popular datasets

MMEB ViDoRe MMDocIR INQUIRE

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