Action-based Image Editing on Do-Undo FULL (test)
0.882DINO-RQwen Image
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Qwen ImagePrompt Length=Short prompts, Evaluation Mode=Zero-shot2025.12 | 0.882 | 0.783 | 0.284 | 0.287 | 0.061 | 82.57 | |
| Qwen-Imageprompt_setting=expansion, mode=zero-shot2025.12 | 0.861 | 0.788 | 0.196 | 0.188 | 0.05 | 78.78 | |
| Bagelprompt_setting=expansion, mode=zero-shot2025.12 | 0.812 | 0.77 | 0.274 | 0.275 | 0.102 | 79.2 | |
| Do-UndoPrompt Length=Short prompts, Evaluation Mode=Zero-shot2025.12 | 0.81 | 0.768 | 0.268 | 0.269 | 0.121 | 84 | |
| Do-Undoprompt_setting=expansion, mode=zero-shot2025.12 | 0.807 | 0.764 | 0.268 | 0.27 | 0.122 | 85.4 | |
| BAGELPrompt Length=Short prompts, Evaluation Mode=Zero-shot2025.12 | 0.806 | 0.758 | 0.27 | 0.277 | 0.102 | 72.08 | |
| Do-Undo(c)Prompt Length=Short prompts, Evaluation Mode=Zero-shot, Consistency Loss=true2025.12 | 0.8 | 0.748 | 0.262 | 0.263 | 0.116 | 82 | |
| Flux Kontextprompt_setting=expansion, mode=zero-shot2025.12 | 0.797 | 0.757 | 0.253 | 0.277 | 0.12 | 79.2 | |
| Flux KontextPrompt Length=Short prompts, Evaluation Mode=Zero-shot2025.12 | 0.795 | 0.727 | 0.263 | 0.266 | 0.122 | 83.68 | |
| Do-Undo(c)prompt_setting=expansion, mode=zero-shot, consistency_loss=true2025.12 | 0.795 | 0.744 | 0.264 | 0.265 | 0.113 | 84.05 |