Sketch-conditioned Fine-Grained Image Generation on CUB-200 (test)
25.72FIDNexus Prime Adapter
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Nexus Prime AdapterFine-tuning protocol=With Finetuning (w FT)2026.02 | 25.72 | 26.69 | |
| T2I-AdapterFine-tuning protocol=With Finetuning (w FT)2026.02 | 25.88 | 26.14 | |
| UniConFine-tuning protocol=With Finetuning (w FT)2026.02 | 25.96 | 26.21 | |
| ControlNetFine-tuning protocol=With Finetuning (w FT)2026.02 | 26.25 | 26.48 | |
| Nexus Slim AdapterFine-tuning protocol=With Finetuning (w FT)2026.02 | 26.81 | 26.14 | |
| CtrLoRAFine-tuning protocol=With Finetuning (w FT)2026.02 | 26.98 | 25.64 | |
| Nexus Prime AdapterFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 27.14 | 24.91 | |
| ControlNet++Fine-tuning protocol=With Finetuning (w FT)2026.02 | 27.47 | 26.88 | |
| UniConFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 27.73 | 24.41 | |
| T2I-AdapterFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 27.84 | 23.52 | |
| ControlNetFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 28.18 | 24.03 | |
| Nexus Slim AdapterFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 28.44 | 24.65 | |
| CtrLoRAFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 28.83 | 23.03 | |
| ControlNet++Fine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 29.54 | 24.35 |