DS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Long-term Forecasting | DS -> TT | MSE0.426 | 35 | |
| Long-term Forecasting | DS -> AZ | MSE0.42 | 35 | |
| Clustering | DS | Clustering Accuracy (CA)81.87 | 23 | |
| Clustering | DS | ARI29.01 | 23 | |
| Entity Matching | DS (test) | F1 Score94.7 | 17 | |
| Tabular Classification | DS | Accuracy69 | 16 | |
| Shadow Detection | DS (test) | MAE0.028 | 14 | |
| Marginal Log-Likelihood Estimation | DS5 | MLL-8,214.51 | 11 | |
| Regression | DS4 | R-Squared0.9297 | 9 | |
| Deepfake Detection | DS v2 | AUROC80.4 | 8 | |
| Deepfake Detection | DS v1 | AUROC91.8 | 8 | |
| Deepfake Detection | DSv2 2025 | AUROC79.4 | 5 | |
| Deepfake Detection | DS v1.1 2024 | AUROC90.1 | 5 | |
| Video-level Deepfake Detection | DS v2 2025 | TPR@FPR=1%29.6 | 5 | |
| Video-level Deepfake Detection | DS v1.1 2024 | TPR@FPR=1%34.7 | 5 | |
| Video Deepfake Detection | DS v2 2025 | EER28.2 | 5 | |
| Video Deepfake Detection | DS v1.1 2024 | EER16.1 | 5 | |
| Video Deepfake Detection | DS v2 2025 | AUROC79.4 | 5 | |
| Video Deepfake Detection | DS v1.1 2024 | AUROC90.1 | 5 | |
| Video Deepfake Detection | DS v2 2025 (test) | AP78.9 | 5 | |
| Video Deepfake Detection | DS v1.1 2024 (test) | AP89.2 | 5 | |
| Deepfake Detection | DS v2 2025 | TPR@FPR=5%42.7 | 5 | |
| Deepfake Detection | DS v1.1 2024 | TPR@FPR=5%59.5 | 5 | |
| Proof By Contradiction | Ds (test) | Accuracy99 | 4 | |
| Premise Selection | Ds (test) | Accuracy99 | 4 |
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