Image Editing on GEdit-Bench-EN v1 (Full set)
7.823G.SCBAGEL w/ ADE-CoT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BAGEL w/ ADE-CoTN (Sampling Budget)=32, Strategy=ADE-CoT2026.02 | 7.823 | 6.987 | 6.972 | 1.27 | 0.62 | 1.8 | |
| Step1X-Edit w/ ADE-CoTN (Sampling Budget)=32, Strategy=ADE-CoT2026.02 | 7.821 | 7.465 | 7.196 | 1.45 | 0.62 | 2 | |
| BAGEL w/ TTS-EF (modified)N (Sampling Budget)=32, Strategy=TTS-EF (modified)2026.02 | 7.749 | 6.986 | 6.91 | 1.04 | 0.43 | — | |
| Step1X-Edit w/ TTS-EF (modified)N (Sampling Budget)=32, Strategy=TTS-EF (modified)2026.02 | 7.743 | 7.478 | 7.162 | 0.93 | 0.54 | — | |
| Step1X-Edit w/ BoNN (Sampling Budget)=32, Strategy=Best-of-N2026.02 | 7.732 | 7.485 | 7.157 | 0.72 | 0.13 | — | |
| BAGEL w/ BoNN (Sampling Budget)=32, Strategy=Best-of-N2026.02 | 7.725 | 7.016 | 6.908 | 0.69 | 0.14 | — | |
| Step1X-Edit w/ PARMN (Sampling Budget)=32, Strategy=PARM2026.02 | 7.692 | 7.446 | 7.072 | 0.94 | 0.23 | — | |
| Step1X-Edit w/ PRMN (Sampling Budget)=32, Strategy=PRM2026.02 | 7.647 | 7.405 | 7.031 | 0.94 | 0.22 | — | |
| BAGEL w/ PARMN (Sampling Budget)=32, Strategy=PARM2026.02 | 7.566 | 6.899 | 6.765 | 1.21 | 0.22 | — | |
| BAGEL w/ PRMN (Sampling Budget)=32, Strategy=PRM2026.02 | 7.496 | 6.854 | 6.685 | 1.17 | 0.33 | — | |
| BAGEL w/ TTS-EFN (Sampling Budget)=32, Strategy=TTS-EF2026.02 | 7.402 | 6.834 | 6.66 | 1.15 | 0.43 | — | |
| Step1X-Edit w/ TTS-EFN (Sampling Budget)=32, Strategy=TTS-EF2026.02 | 7.296 | 7.301 | 6.777 | 0.96 | 0.51 | — | |
| FLUX.1 Kontext w/ ADE-CoTN (Sampling Budget)=32, Strategy=ADE-CoT2026.02 | 7.225 | 7.719 | 6.695 | 1.47 | 0.66 | 2.2 | |
| FLUX.1 Kontext w/ TTS-EF (modified)N (Sampling Budget)=32, Strategy=TTS-EF (modified)2026.02 | 7.142 | 7.699 | 6.643 | 0.79 | 0.51 | — | |
| FLUX.1 Kontext w/ BoNN (Sampling Budget)=32, Strategy=Best-of-N2026.02 | 7.132 | 7.721 | 6.641 | 0.66 | 0.12 | — | |
| BAGELN (Sampling Budget)=1, Strategy=Original2026.02 | 7.124 | 6.664 | 6.372 | — | — | — | |
| FLUX.1 Kontext w/ PARMN (Sampling Budget)=32, Strategy=PARM2026.02 | 7.087 | 7.716 | 6.563 | 0.77 | 0.29 | — | |
| FLUX.1 Kontext w/ PRMN (Sampling Budget)=32, Strategy=PRM2026.02 | 7.018 | 7.713 | 6.517 | 1.13 | 0.27 | — | |
| Step1X-EditN (Sampling Budget)=1, Strategy=Original2026.02 | 7.002 | 7.085 | 6.403 | — | — | — | |
| FLUX.1 Kontext w/ TTS-EFN (Sampling Budget)=32, Strategy=TTS-EF2026.02 | 6.866 | 7.657 | 6.376 | 0.98 | 0.57 | — | |
| FLUX.1 KontextN (Sampling Budget)=1, Strategy=Original2026.02 | 6.517 | 7.548 | 6.021 | — | — | — |