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 | |
| Text-to-Image Generation | Flux (dev) | HPSv2.1 Score31.47 | 14 | |
| 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 | |
| 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 | |
| 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 | |
| Style Retrieval | FLUX Retrieval | mAP@122.7 | 3 | |
| Text-to-Image Generation | FLUX.1-schnell | FID25.88 | 3 | |
| Image Colouration | FLUX.2 Image Colouration Evaluation Set | PSNR23.8 | 3 | |
| Resolution extrapolation | Flux Guided view extrapolation (test) | FID104.7 | 3 | |
| Resolution extrapolation | Flux Guided resolution extrapolation (test) | FID68.98 | 3 | |
| AI-generated image detection | FLUX.1-Kontext | Accuracy96.6 | 3 | |
| Image Editing Inference | FLUX.1 Kontext | Latency (ms)978 | 2 | |
| Text-to-Image Generation | Flux T2I | CLIP Score31.5 | 2 | |
| Text-to-Image Generation | Flux 12B (dev) | Normalized FLOPs0.19 | 2 |
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