Class-conditioned Generation on Food101
6.05FIDDiff-Tuning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Diff-TuningPre-trained=DiT-XL-2-256x256, Parameter-efficient=false, Resolution=256x2562024.06 | 6.05 | 43.4 | |
| DiffFitPre-trained=DiT-XL-2-256x256, Parameter-efficient=true, Resolution=256x2562024.06 | 7.8 | — | |
| BitFitPre-trained=DiT-XL-2-256x256, Parameter-efficient=true, Resolution=256x256, Source=Reported from [53]2024.06 | 9.17 | — | |
| Full Fine-tuningPre-trained=DiT-XL-2-256x256, Parameter-efficient=false, Resolution=256x2562024.06 | 10.68 | — | |
| AdaptFormerPre-trained=DiT-XL-2-256x256, Parameter-efficient=true, Resolution=256x256, Source=Reported from [53]2024.06 | 11.93 | — | |
| VPT-DeepPre-trained=DiT-XL-2-256x256, Parameter-efficient=true, Resolution=256x256, Source=Reported from [53]2024.06 | 18.47 | — | |
| LoRAPre-trained=DiT-XL-2-256x256, Parameter-efficient=true, Resolution=256x256, Source=Reported from [53]2024.06 | 33.75 | — |