Image Captioning on Dongba painting (test)
60.3BLEU-1PVGF-DPC
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PVGF-DPC2026.03 | 60.3 | 42.6 | 31.7 | 24.6 | 25.6 | 40.3 | 59.9 | |
| ClipCap2026.03 | 49.7 | 20.9 | 13.9 | 10.4 | 23.9 | 14.2 | 47.2 | |
| ViECap2026.03 | 45.7 | 28.5 | 18.5 | 12.7 | 14.8 | 30.8 | 18.3 | |
| ATT + LSTM2026.03 | 38.1 | 10.4 | 6.3 | 4.5 | 17.8 | 40 | 4.6 | |
| CgT-GAN2026.03 | 37.2 | 28.8 | 9.1 | 3.3 | 14.8 | 29.9 | 3.8 | |
| BLIP2026.03 | 36.5 | 10.2 | 5.4 | 3 | 18 | 36.1 | 2.6 | |
| DeCap2026.03 | 20.8 | — | — | — | 10.4 | 28 | — | |
| MacCap2026.03 | 18.6 | 12.3 | 7.9 | 5.6 | 8.3 | 24.5 | 1.2 | |
| MeaCap2026.03 | 11.9 | 5.6 | 2.6 | 1.1 | 7.2 | 18.5 | 1.4 | |
| OFA2026.03 | 6.6 | — | — | — | 25.1 | 19.1 | — |