Image Editing on Inference Speed Benchmark per-sample
2.28Inference Time (s)SourceSwap
Evaluation Results
| Method | Links | |
|---|---|---|
| SourceSwapMethod category=Learning-based, Hardware=40 GB NVIDIA A100 GPU, Inference rounds=12026.02 | 2.28 | |
| SourceSwapMethod category=Learning-based, Hardware=40 GB NVIDIA A100 GPU, Inference rounds=22026.02 | 4.41 | |
| Paint-by-ExampleMethod category=Learning-based, Hardware=40 GB NVIDIA A100 GPU2026.02 | 6.33 | |
| SourceSwapMethod category=Learning-based, Hardware=40 GB NVIDIA A100 GPU, Inference rounds=32026.02 | 6.64 | |
| MimicBrushMethod category=Learning-based, Hardware=40 GB NVIDIA A100 GPU2026.02 | 8.47 | |
| SourceSwapMethod category=Learning-based, Hardware=40 GB NVIDIA A100 GPU, Inference rounds=42026.02 | 8.96 | |
| AnyDoorMethod category=Learning-based, Hardware=40 GB NVIDIA A100 GPU2026.02 | 11.01 | |
| TIGICMethod category=Tuning-free, Hardware=40 GB NVIDIA A100 GPU2026.02 | 12.84 | |
| InstantSwapMethod category=Test-time Tuning, Hardware=40 GB NVIDIA A100 GPU2026.02 | 23.48 | |
| DiptychPromptMethod category=Tuning-free, Hardware=40 GB NVIDIA A100 GPU2026.02 | 124.63 | |
| SwapAnythingMethod category=Test-time Tuning, Hardware=40 GB NVIDIA A100 GPU2026.02 | 127.39 | |
| PhotoSwapMethod category=Test-time Tuning, Hardware=40 GB NVIDIA A100 GPU2026.02 | 128.85 |