Depth-conditioned Fine-Grained Image Generation on CUB-200 (test)
25.25FIDNexus Prime Adapter
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Nexus Prime AdapterFine-tuning protocol=With Finetuning (w FT)2026.02 | 25.25 | 24.46 | |
| Nexus Slim AdapterFine-tuning protocol=With Finetuning (w FT)2026.02 | 25.79 | 24.15 | |
| UniConFine-tuning protocol=With Finetuning (w FT)2026.02 | 26.19 | 23.6 | |
| Nexus Prime AdapterFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 26.31 | 24.39 | |
| ControlNet++Fine-tuning protocol=With Finetuning (w FT)2026.02 | 26.7 | 24.37 | |
| ControlNetFine-tuning protocol=With Finetuning (w FT)2026.02 | 27.29 | 26.62 | |
| CtrLoRAFine-tuning protocol=With Finetuning (w FT)2026.02 | 27.29 | 22.08 | |
| T2I-AdapterFine-tuning protocol=With Finetuning (w FT)2026.02 | 27.55 | 23.93 | |
| Nexus Slim AdapterFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 27.84 | 24.47 | |
| ControlNet++Fine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 28.36 | 24.37 | |
| UniConFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 28.79 | 24.13 | |
| CtrLoRAFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 28.8 | 22.76 | |
| ControlNetFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 28.81 | 24.68 | |
| T2I-AdapterFine-tuning protocol=Without Finetuning (w/o FT)2026.02 | 29.37 | 24.03 |