Visual Narrative Generation on VinaBench (test)
77.7Entity Consistency (Non-Char)DynaVieW
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DynaVieWEvaluation Protocol=Supervised Fine-Tuning2026.07 | 77.7 | 37.1 | 58.3 | 60.1 | 54.1 | 64.3 | 8.2 | 23.9 | 44.8 | |
| MM-InterleavedEvaluation Protocol=Supervised Fine-Tuning2026.07 | 77 | 37.5 | 58.1 | 52.1 | 49.9 | 65 | 8.1 | 15.2 | 42.2 | |
| ARLDMEvaluation Protocol=Supervised Fine-Tuning2026.07 | 76.5 | 36 | 57.6 | 46.9 | 46.5 | 39.7 | 6.1 | 9.7 | 35.6 | |
| BAGELEvaluation Protocol=Supervised Fine-Tuning2026.07 | 76 | 39.2 | 58.5 | 57.5 | 54.7 | 56.9 | 5.8 | 16.8 | 41.8 | |
| StoryGenEvaluation Protocol=Supervised Fine-Tuning2026.07 | 73.8 | 37 | 44 | 36.7 | 41.2 | 13.1 | 4.8 | 5.5 | 27.2 | |
| Story2BoardEvaluation Protocol=Zero-Shot Generalization Performance2026.07 | 72.3 | 33.9 | 42.8 | 36.9 | 41.1 | 81.5 | 28 | 22.5 | 44.7 | |
| BAGELEvaluation Protocol=Zero-Shot Generalization Performance2026.07 | 72 | 28 | 53.3 | 62.6 | 53.7 | 55.7 | 11.2 | 32.3 | 43.5 | |
| DynaVieWEvaluation Protocol=Zero-Shot Generalization Performance2026.07 | 71.9 | 27.8 | 52.7 | 65.5 | 55.6 | 64.5 | 28.4 | 61 | 53 |