FLUX
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-image generation | FLUX.1-schnell 1.0 (dev) | Latency (s)1.15 | 23 | |
| Image Quality Assessment | FLUX-1 Preserved Concepts (non-target concepts) | LPIPS0.0362 | 22 | |
| Deepfake Attribution | FLUX unseen | Accuracy57.92 | 20 | |
| Text-to-Image Generation | Flux (dev) | HPSv2.1 Score31.47 | 14 | |
| Text-to-Image Generation | FLUX.1 dev (test) | ImageReward1.095 | 13 | |
| Text-to-image generation | FLUX.1 80 held-out prompts (dev) | RMSE12.18 | 12 | |
| Fake Image Detection | Flux (dev) | Accuracy99.89 | 12 | |
| 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 | |
| Nudity Jailbreaking Transfer | FLUX.1 (Universal nudity jailbreaking prompts) | Transfer Success Rate100 | 7 | |
| Deepfake Detection | FLUX.2 (test) | Accuracy97.1 | 6 | |
| Reward-Guided Generation | FLUX reward-guided generation | Aesthetic Score8.908 | 6 | |
| Resolution extrapolation | Flux Direct extrapolation (test) | FID83.19 | 6 | |
| Text-to-Image Generation | FLUX.1 12B inference 1.0 (dev) | Inference Time (s)4.67 | 6 | |
| Text-to-Image Generation | FLUX prompts 1-dev (held-out) | SharpEuler Score9.35 | 5 | |
| Image Generation | Flux-1 | Speedup1.86 | 5 | |
| Image Generation | Flux Evaluation Set In-domain | HPSv2.10.3321 | 5 | |
| NSFW image classification | T2I Flux2 ID | Accuracy86.8 | 4 | |
| Image Inversion and Editing | FLUX | Steps8 | 4 | |
| Negative Concept Suppression | FLUX (dev) | Negative Concept Suppression86.88 | 3 | |
| Game playing | FLUX Amplifier | LLM Win Rate16 | 3 | |
| Game playing | FLUX Shrinker | LLM Win Rate14 | 3 |
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