ImageReward
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Image Generation | ImageReward | ImageReward Score1.379 | 56 | |
| Human Preference Evaluation | ImageReward | Average Score1.0533 | 24 | |
| Preference evaluation | ImageReward | Accuracy60.7 | 20 | |
| Human Preference Evaluation | ImageReward (test) | Preference Accuracy0.675 | 18 | |
| Text-to-Image Generation | ImageReward (test) | ImageReward Score1.115 | 16 | |
| Text-to-Image Alignment | ImageReward (test) | Image Reward1.624 | 10 | |
| Binary Classification | ImageReward (test) | Macro-F165.07 | 5 | |
| Human preference prediction | ImageReward 371 prompts (test) | Recall @139.62 | 4 | |
| Human preference prediction | ImageReward 466 prompts (test) | Preference Accuracy65.14 | 4 |
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