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Modality-Inconsistent Continual Learning on Modality-Inconsistent Continual Learning Order 4

66.69Average CIDEr ScoreUpper Bound (Joint training)
45.338850.881956.42561.9681Dec 17, 2024

Evaluation results

MethodLinks
Upper Bound (Joint training)LLM=LLaMA-3.2-1B-Instruct2024.1266.6948.97—
MoInCLLLM=LLaMA-3.2-1B-Instruct2024.1257.7740.8114.93
PathWeaveLLM=LLaMA-3.2-1B-Instruct2024.1247.2720.5453.72
EWFLLM=LLaMA-3.2-1B-Instruct2024.1246.9236.7229.66
Fine-tuningLLM=LLaMA-3.2-1B-Instruct2024.1246.1619.9456.11