RICO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Unconditional Layout Generation | Rico | FID2.96 | 55 | |
| Conditional layout generation (Category to Size and Position) | Rico | FID1.85 | 27 | |
| GUI Grounding | RICO ScreenQA | Accuracy89.59 | 12 | |
| UI component detection | RICO (test) | AP51.8 | 10 | |
| UI Screen Classification | RICO SCA | Accuracy93.3 | 7 | |
| Conditional Layout Generation | Rico (test) | FID3.03 | 6 | |
| Human-computer interface generation | RICO | MSE0.021 | 5 | |
| Layout Refinement | Rico | FID1.85 | 5 | |
| Layout Refinement | RICO (test) | mIoU81.6 | 3 | |
| Layout Completion | RICO (test) | mIoU0.732 | 3 | |
| Generation from Relationships (Gen-R) | RICO (test) | mIoU42.4 | 3 | |
| Generation from Types and Sizes (Gen-TS) | RICO (test) | mIoU62 | 3 | |
| Generation from Types (Gen-T) | RICO (test) | mIoU43.2 | 3 |
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