Ciao
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Trust Prediction | Ciao (80%-10%-10%) | MRR84.06 | 16 | |
| Trust Prediction | Ciao (70%-15%-15%) | MRR0.8413 | 16 | |
| Trust Prediction | Ciao (60%-20%-20%) | MRR0.8259 | 16 | |
| Trust Prediction | Ciao (50%-25%-25%) | MRR82.25 | 16 | |
| Graph feature imputation | Ciao (test) | RMSE1.011 | 14 | |
| Recommendation | Ciao (test) | H@1022.92 | 10 | |
| Rating Prediction | Ciao (80% train) | MAE0.7387 | 9 | |
| Rating Prediction | Ciao (60% train) | MAE0.754 | 9 | |
| Masked Language Modeling | Ciao (test) | Perplexity5.813 | 6 |
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