Text-to-Image Generation on CompBench
0.4612CompBench ScorePixart-Σ
Evaluation results
| Method | Links | |
|---|---|---|
| Pixart-ΣResolution=1024x1024, Steps=25, Latency (s)=3.976, U-Net Param.=0.6B, Memory=17.3GB2023.12 | 0.4612 | |
| KOALA-Lightning-1BResolution=1024x1024, Steps=10, Latency (s)=0.79, U-Net Param.=1.16B, Memory=9.1GB2023.12 | 0.459 | |
| KOALA-Turbo-1BResolution=512x512, Steps=10, Latency (s)=0.238, U-Net Param.=1.16B, Memory=5.7GB2023.12 | 0.456 | |
| KOALA-Turbo-700MResolution=512x512, Steps=10, Latency (s)=0.194, U-Net Param.=0.78B, Memory=4.9GB2023.12 | 0.4555 | |
| KOALA-Lightning-700MResolution=1024x1024, Steps=10, Latency (s)=0.655, U-Net Param.=0.78B, Memory=8.3GB2023.12 | 0.4505 | |
| SSD-1BResolution=1024x1024, Steps=25, Latency (s)=2.094, U-Net Param.=1.3B, Memory=9.4GB2023.12 | 0.4497 | |
| SDXL-TurboResolution=512x512, Steps=8, Latency (s)=0.245, U-Net Param.=2.56B, Memory=8.5GB2023.12 | 0.4489 | |
| SSD-VegaResolution=1024x1024, Steps=25, Latency (s)=1.49, U-Net Param.=0.74B, Memory=8.2GB2023.12 | 0.4461 | |
| SDXL-Base-1.0Resolution=1024x1024, Steps=25, Latency (s)=3.229, U-Net Param.=2.56B, Memory=11.9GB2023.12 | 0.4445 | |
| SDXL-LightningResolution=1024x1024, Steps=8, Latency (s)=0.719, U-Net Param.=2.56B, Memory=11.7GB2023.12 | 0.4445 | |
| Pixart-aResolution=1024x1024, Steps=25, Latency (s)=3.722, U-Net Param.=0.6B, Memory=17.3GB2023.12 | 0.388 | |
| SDM-v2.0Resolution=768x768, Steps=25, Latency (s)=1.236, U-Net Param.=0.86B, Memory=5.6GB2023.12 | 0.3672 |