Image Composition on Resolution Benchmark 512 x 512
3.52Latency (s)PBE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PBETraining Free=False, Base Model=SD, Resolution=512x512, Hardware=H100 GPU2025.09 | 3.52 | 10,842 | |
| ObjectStitchTraining Free=False, Base Model=SD, External Model=VIT, Resolution=512x512, Hardware=H100 GPU2025.09 | 6.63 | 8,268 | |
| TALETraining Free=True, Base Model=SD, Resolution=512x512, Hardware=H100 GPU2025.09 | 8.03 | 23,524 | |
| AnyDoorTraining Free=False, Base Model=SD, External Model=DINO, Resolution=512x512, Hardware=H100 GPU2025.09 | 8.61 | 18,612 | |
| DreamComTraining Free=False, Base Model=SD, External Model=LoRA, Resolution=512x512, Hardware=H100 GPU2025.09 | 9.87 | 3,388 | |
| TIGICTraining Free=True, Base Model=SD, Resolution=512x512, Hardware=H100 GPU2025.09 | 10.82 | 21,640 | |
| UniCombineTraining Free=False, Base Model=FLUX, External Model=LoRA, Resolution=512x512, Hardware=H100 GPU, Quantization=qint82025.09 | 11.98 | 22,711 | |
| Ours-LoRATraining Free=True, Base Model=FLUX, External Model=LoRA, Resolution=512x512, Hardware=H100 GPU, Quantization=qint82025.09 | 18.08 | 23,519 | |
| TF-ICONTraining Free=True, Base Model=SD, Resolution=512x512, Hardware=H100 GPU2025.09 | 24.55 | 20,670 | |
| Ours-AdapterTraining Free=True, Base Model=FLUX, External Model=Adapter, Resolution=512x512, Hardware=H100 GPU, Quantization=qint82025.09 | 38.29 | 32,552 | |
| MADDTraining Free=False, Base Model=SD, External Model=DINO, Resolution=512x512, Hardware=H100 GPU2025.09 | 45.73 | 11,708 | |
| EEditTraining Free=True, Base Model=FLUX, Resolution=512x512, Hardware=H100 GPU, Quantization=qint82025.09 | 60.31 | 26,546 | |
| DreamEditTraining Free=True, Base Model=SD, External Model=LoRA, VIT, Resolution=512x512, Hardware=H100 GPU2025.09 | 99.83 | 19,298 |