Cloth
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| MSI Completion | Cloth MSI database | PSNR45.579 | 28 | |
| Link Prediction | Cloth | MRR60.33 | 26 | |
| Distractor Generation | CLOTH | Hardest Accuracy73.25 | 18 | |
| Cloth folding | Cloth Unseen States (test) | Success Rate27.5 | 16 | |
| Classification | Cloth (test) | Accuracy72.07 | 8 | |
| Multiple-Choice QA | CLOTH | Accuracy84.8 | 8 | |
| Distractor Generation | CLOTH (test) | Invalid Ratio (Easy)0.1 | 6 | |
| Distractor Generation | CLOTH original (test) | F1@1015.37 | 6 | |
| Distractor Generation | CLOTH Hard | Invalid Ratio4.2 | 5 | |
| Distractor Generation | CLOTH Easy | Invalid Ratio0 | 5 | |
| Link Prediction | Cloth Amazon-Product (test) | Hit@176.84 | 5 | |
| Distractor Generation | CLOTH Hard Augmented (test) | F1@1041.98 | 4 | |
| Distractor Generation | CLOTH Easy augmented (test) | F1@1026.64 | 4 | |
| Multiple Choice Question Distractor Generation | CLOTH (test) | Chosen Ratio83.2 | 4 | |
| Texture Synthesis | Cloth ImageNet-derived texture (test) | FID41.7 | 3 |
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