Modality-Inconsistent Continual Learning Order 3
66.69Average CIDErUpper Bound (Joint training)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Upper Bound (Joint training)LLM=LLaMA-3.2-1B-Instruct2024.12 | 66.69 | 48.97 | — | |
| MoInCLLLM=LLaMA-3.2-1B-Instruct2024.12 | 57.18 | 45.39 | 13.07 | |
| EWFLLM=LLaMA-3.2-1B-Instruct2024.12 | 35.46 | 37.1 | 46.14 | |
| PathWeaveLLM=LLaMA-3.2-1B-Instruct2024.12 | 28.46 | 40.5 | 51.73 | |
| Fine-tuningLLM=LLaMA-3.2-1B-Instruct2024.12 | 23.14 | 41.59 | 53.18 |