TIFA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-image generation | TIFA | TIFA84.63 | 28 | |
| Semantic Consistency Evaluation | TIFA | Avg Answering Accuracy93.8 | 20 | |
| Compositional text-to-image generation | TIFA | Accuracy85.11 | 8 | |
| Text-to-image alignment | TIFA (test) | TIFA87.5 | 6 | |
| Text-to-Image Metric Meta-Evaluation | TIFA DSG | Kendall Correlation0.538 | 5 | |
| Text-to-Image Metric Meta-Evaluation | TIFA (Original) | Kendall Correlation0.55 | 5 | |
| Text-to-Image Generation | TIFA 1.0 | TIFA Score83 | 3 | |
| Text Alignment | TIFA160 (cross-validation) | SRCC0.7845 | 3 |
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