Personalized Image Description Generation on Flickr30k-LN (unseen subjects)
20.2BLEU-4DEPER
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DEPER2025.12 | 20.2 | 23.2 | 41 | 38.2 | 61 | 32.9 | 62.5 | |
| Qwen few-shotFew-shot=true2025.12 | 12.2 | 14.8 | 24.1 | 6.8 | 38.6 | 15 | 41.6 | |
| MITR-FTFine-tuning=true2025.12 | 7.4 | 12.6 | 26.1 | 10.4 | 20.9 | 18.7 | 41.5 | |
| Qwen+PTPrompt Tuning=true2025.12 | 7.4 | 16.7 | 33.7 | 33.8 | 58.7 | 27.8 | 47.9 | |
| CSMN2025.12 | 0.7 | 2.1 | 5.3 | 0.1 | 10.2 | 2.9 | 42.7 |