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Multimodal Continual Instruction Tuning research benchmarks · SOTA2 Research

Multimodal Continual Instruction Tuning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UCIT (Unified Continual Instruction Tuning)

74.73Average Score (UCIT)

40

Jun 23, 2026

64.5Last Accuracy

13

Jun 23, 2026

Ours (PASs-MoE)

49.52Math QA Accuracy

12

Feb 26, 2026

42.87PMCVQA

10

Jun 2, 2026

TriGap v1 (test)

43.6PMCVQA Score

10

Jun 2, 2026

Popular datasets

TriGap COIN UCIT MLLM-CTBENCH

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