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Multimodal Continual Learning research benchmarks · SOTA2 Research

Multimodal Continual Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MRCL 1.0 (test)

100MedBook Score

21

Jul 7, 2026

Overall 20 Chunks

61.22MAP

18

May 19, 2026

Overall 15 Chunks

59.99MAP

18

May 19, 2026

55.17Accuracy (Math QA)

12

Feb 26, 2026

Popular datasets

Overall MLLM-CTBENCH MRCL

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