HPS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Image Generation | HPS v2.1 | Overall Score33.02 | 96 | |
| Text-to-Image Generation | HPS v2 | HPSv2.1 Score34.44 | 71 | |
| Text-to-Image Generation | HPSv2 (test) | Aesthetic Score8.019 | 50 | |
| Text-to-Image Generation | HPS v3 | Overall Score15.5772 | 48 | |
| Text-to-Image Generation | HPSv2 | HPSv2 Score32.18 | 35 | |
| Human Preference Evaluation | HPS v2.1 | Photo Score29.87 | 24 | |
| Text-to-Image Generation Evaluation | HPS v2 | HPS Score (Anime)28.74 | 18 | |
| Text-to-image generation | HPS v2.0 | Animation Score29.7 | 17 | |
| Human Preference Alignment | HPS v2.1 | Anime Score32.06 | 16 | |
| Text-to-Image Generation | HPS v3 (test) | HPS Score (All)10.64 | 13 | |
| Text-to-image generation | HPS prompt set v2 | CLIP Score0.302 | 11 | |
| Aesthetic Quality Improvement | HPS v2 (test) | HPSv2 Score29.21 | 10 | |
| White balance | HPS set | Average Angular Error1.37 | 9 | |
| Text-to-image alignment | HPS v2 | Reward3.87 | 6 | |
| Text-to-Video Generation | HPS (V) | HPS (V) Score0.262 | 6 | |
| Text-to-Image | HPS v2 (test) | HPS0.2849 | 6 | |
| Preference Prediction | HPSv3 (test) | Accuracy74 | 5 | |
| Text-to-Image Generation | HPSv2 Prompt | rFID0.102 | 4 | |
| Text-to-Image Generation | HPSv2 Prompt 2023 (test) | rFID0.191 | 4 | |
| Text-to-Image | HPS v2 | HPSv233.38 | 3 | |
| Image Generation | HPS v2.1 | Overall Score29.14 | 3 | |
| Human Motion Capture | HPS | MPJPE8.65 | 3 | |
| Text-to-3D Generation | HPSv2.1 | Geometric Consistency80.97 | 2 |
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