360-degree Image Generation on ODISR
25.4FAEDSpheRoPE (FLUX.2)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SpheRoPE (FLUX.2)Type=Zero-Shot, Backbone=FLUX.22026.06 | 25.4 | 0.94 | 25.33 | 0.9 | 12.75 | 18.43 | |
| SpheRoPE (FLUX.1)Type=Zero-Shot, Backbone=FLUX.12026.06 | 29.94 | 0.89 | 45.22 | 2.63 | 10.32 | 18.52 | |
| SMGDType=Full Fine-Tune2026.06 | 33.55 | 0.79 | 49.02 | 2.01 | 5.77 | 18.52 | |
| PARType=Full Fine-Tune2026.06 | 34.79 | 0.75 | 25.8 | 0.85 | 10.47 | 18.51 | |
| PanFusionType=LoRA2026.06 | 39.29 | 1.08 | 40.37 | 2.12 | 9.66 | 17.14 | |
| DiT360Type=LoRA2026.06 | 43.42 | 2.59 | 23.28 | 0.92 | 12.9 | 18.52 | |
| UniPanoType=LoRA2026.06 | 46.19 | 1.11 | 34.76 | 1.78 | 9.73 | 16.81 | |
| StitchDiffusionType=LoRA2026.06 | 63.1 | 1.01 | 43.73 | 1.84 | 10.88 | 18.5 | |
| Diffusion360Type=Full Fine-Tune2026.06 | 71.02 | 0.87 | 53.17 | 2.82 | 8.92 | 18.46 | |
| Text2LightType=Full Fine-Tune2026.06 | 77.94 | 3.82 | 81.01 | 4.55 | 6.25 | 18.6 |