Image-Text Matching on MSCOCO, Flickr30K, Visual Genome, and Conceptual Captions sequence
-0.05Backward TransferEnhanced EWC with Cross-Modal Knowledge Retention
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Enhanced EWC with Cross-Modal Knowledge Retention2026.05 | -0.05 | 0.09 | 8 | 82 | |
| Replay2026.05 | -0.08 | 0.06 | 14 | 76 | |
| EWC2026.05 | -0.12 | 0.04 | 18 | 74 | |
| Naive Sequential2026.05 | -0.23 | 0.02 | 31 | 68 |