GenAI-Bench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Image Generation | GenAI-Bench | Basic Score0.939 | 41 | |
| Compositional Reasoning | GenAI-Bench (test) | Spatial Score83.79 | 18 | |
| Text-to-Image | GenAI-Bench 19 (test) | VQAScore78.2 | 17 | |
| element-level text-to-image alignment evaluation | GenAI-Bench | SRCC0.749 | 17 | |
| Video Generation | GenAI-Bench | Accuracy82.5 | 14 | |
| Image Generation | GenAI-Bench | Accuracy75.9 | 14 | |
| Instruction-guided image editing preference prediction | GenAI-Bench | Accuracy65.72 | 12 | |
| Visual Generation | GenAI-Bench | Overall Score75 | 11 | |
| Video Preference Alignment | GenAI-Bench | Alignment Accuracy (w/ties)64.26 | 11 | |
| Pairwise Preference | GenAI Bench (test) | Accuracy72.38 | 11 | |
| Video Generation Assessment | GenAI-Bench Video (test) | Accuracy82.5 | 8 | |
| Image Generation Assessment | GenAI-Bench Image (test) | Accuracy73.4 | 8 | |
| Video Preference Modeling | GenAI-Bench (evaluation) | Tau68.7 | 7 | |
| Visual Reasoning | GenAI-Bench | SRCC74.4 | 5 | |
| Text-to-Image Generation | GenAI-Bench (test) | Text Alignment83 | 5 | |
| Image-Text Alignment | GenAI-Bench Advanced | Alignment Score0.276 | 3 | |
| Image-Text Alignment | GenAI-Bench Basic | Alignment Score29.6 | 3 | |
| Text-to-Video Generation | GenAI-Bench | Score80.33 | 2 |
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