FLUX
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Image Generation | FLUX.1 DrawBench dev 1.0 (test) | ImageReward1.0804 | 35 | |
| Single-task capability preservation | FLUX.1 (dev) | DINO Score0.7443 | 32 | |
| Text-to-image generation | FLUX.1-schnell 1.0 (dev) | Latency (s)1.15 | 23 | |
| Aesthetic Image Generation | FLUX | Aesthetic Score8.5394 | 22 | |
| Text-aligned Image Generation | FLUX | Pick-Score0.2439 | 22 | |
| Image Quality Assessment | FLUX-1 Preserved Concepts (non-target concepts) | LPIPS0.0362 | 22 | |
| Deepfake Attribution | FLUX unseen | Accuracy57.92 | 20 | |
| KL Divergence Evaluation | FLUX2-9B | KL Divergence170 | 15 | |
| Image Generation | FLUX (test) | ImgReward1.085 | 14 | |
| Text-to-Image Generation | Flux (dev) | HPSv2.1 Score31.47 | 14 | |
| Text-to-Image Generation | FLUX.1 dev (test) | ImageReward1.095 | 13 | |
| LoRA Merging | FLUX.1 (dev) | Wall-clock Time (s)6.96 | 12 | |
| Text-to-image generation | FLUX.1 80 held-out prompts (dev) | RMSE12.18 | 12 | |
| Fake Image Detection | Flux (dev) | Accuracy99.89 | 12 | |
| Identity Customization | FLUX.1 (dev) | Similarity Score78.3 | 11 | |
| Text-to-Image Generation | FLUX | Training Memory (GiB)10.42 | 11 | |
| AI-generated image detection | FLUX.1 generator (test) | Accuracy83.57 | 11 | |
| Text-to-Image Generation | FLUX.1 | Win Rate54 | 10 | |
| Text-to-Image Generation | FLUX.1 (dev) | PSNR30.37 | 8 | |
| Image Generation | Flux | SO0.98 | 8 | |
| Time Series Forecasting | Flux (test) | RMSE (H=6)0.105 | 7 | |
| AIGI Detection | FLUX 2 (test) | Accuracy94.84 | 7 | |
| Nudity Jailbreaking Transfer | FLUX.1 (Universal nudity jailbreaking prompts) | Transfer Success Rate100 | 7 | |
| Image Generation | FLUX 3-mixed-resolution (512 + 1024 + 2048) | ImgR.98.3 | 6 | |
| Deepfake Detection | FLUX.2 (test) | Accuracy97.1 | 6 |
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