Multi-modal Incremental Learning on Six Incremental Multi-modal Tasks Order 1
66.69Average CIDErUpper Bound
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Upper BoundTraining Mode=Joint training2024.12 | 66.69 | 48.97 | — | |
| MoInCL2024.12 | 55.31 | 42.29 | 14.21 | |
| EWC2024.12 | 39.06 | 37.04 | 38.79 | |
| LwF2024.12 | 34.8 | 40.21 | 39.26 | |
| PathWeave2024.12 | 34.2 | 36.19 | 44.36 | |
| Fine-tuning2024.12 | 30.64 | 40.58 | 41.17 | |
| HiDe-LLaVA2024.12 | 25.27 | 38.35 | 46.47 | |
| EWF2024.12 | 24.59 | 36.34 | 48.55 | |
| BECAME2024.12 | 24.36 | 38.5 | 46.96 |