Modality-Inconsistent Continual Learning on MICL Order 1
65.24Average CIDEr ScoreMoInCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MoInCLLLM Component=LLaMA-3.1-8B-Instruct2024.12 | 65.24 | 52.94 | 9.21 | |
| EWCLLM Component=LLaMA-3.1-8B-Instruct2024.12 | 36.88 | 46.82 | 37.37 | |
| PathWeaveLLM Component=LLaMA-3.1-8B-Instruct2024.12 | 35.72 | 46.62 | 40.55 | |
| LwFLLM Component=LLaMA-3.1-8B-Instruct2024.12 | 33.15 | 50.31 | 38.46 | |
| Fine-tuningLLM Component=LLaMA-3.1-8B-Instruct2024.12 | 30.42 | 50.07 | 39.02 | |
| EWFLLM Component=LLaMA-3.1-8B-Instruct2024.12 | 28.65 | 50.92 | 37.47 |