Multi-modal Incremental Learning on Six Incremental Multi-modal Tasks Order 2
66.69Average CIDErUpper Bound
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Upper BoundTraining Mode=Joint training2024.12 | 66.69 | 48.97 | — | |
| MoInCL2024.12 | 51.13 | 45.22 | 8.93 | |
| HiDe-LLaVA2024.12 | 13.93 | 46.15 | 46.18 | |
| EWF2024.12 | 13.92 | 45.85 | 46.64 | |
| LwF2024.12 | 12.37 | 38.79 | 61.84 | |
| PathWeave2024.12 | 11.11 | 41.13 | 61.47 | |
| Fine-tuning2024.12 | 10.82 | 37.01 | 65.56 | |
| BECAME2024.12 | 10.61 | 43.2 | 54.1 | |
| EWC2024.12 | 9.92 | 37.65 | 66.4 |