HPD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-image generation | HPD v2 (test) | HPSv293 | 25 | |
| Text-to-Image Generation | HPD | PickScore64 | 22 | |
| Text-to-Image Generation | HPD v1.0 (test) | HPS v30.155 | 19 | |
| Human Preference Evaluation | HPD v2 (test) | Preference Accuracy85.36 | 18 | |
| Text-to-Image Preference Evaluation | HPD v2 (test) | Aesthetic (Mean)6.182 | 14 | |
| Generative Model Evaluation | HPD v3 | Real Score171 | 13 | |
| Pairwise Preference | HPD v3 (test) | Accuracy76.03 | 11 | |
| Human Preference Alignment | HPD v2 | HPS-v2.10.379 | 10 | |
| Text-to-Image Alignment | HPD v2.1 (test) | HPS-v2.10.374 | 10 | |
| Text-to-Image Generation | HPD v3 | Characters Score11.91 | 10 | |
| Human Preference Prediction | HPD v3 | Accuracy61.3 | 8 | |
| Human Preference Prediction | HPD v2 | Accuracy74.9 | 8 | |
| Human Preference Alignment | HPD v2 (test) | HPSv2.10.371 | 7 | |
| Text-to-Image Generation | HPD v2 | HPS v2.129.17 | 6 | |
| Human Preference Alignment | HPDv2 | HPS-v2.10.3735 | 5 | |
| (T+I)2I Pickscore Guidance | HPD v2 | Reward Score1.092 | 5 | |
| Text-to-Image Generation | HPD v2 | HPS97.84 | 4 | |
| Text-to-Image Generation | HPD v2 | Rew1.61 | 4 | |
| Text-to-Image Generation | HPD v2 | Rew1.1183 | 4 | |
| Text-to-Image | HPD v2 | HPSv234.25 | 3 | |
| Text-to-Image Generation | HPD v3 (test) | Overall Preference (Calibri)54.62 | 2 |
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