Industrial
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Click-Through Rate Prediction | Industrial | AUC75.97 | 90 | |
| Semantic Segmentation | Industrial-5i (test) | mIoU48.19 | 44 | |
| Recommendation | Industrial | N@100.1315 | 36 | |
| Recommendation | Industrial (test) | Recall@200.0143 | 20 | |
| CTR Prediction | Industrial | AUC83.34 | 15 | |
| Recommendation | Industrial | NDCG@10.524 | 9 | |
| Slate Recommendation | Industrial dataset | Impressions Hit@531.63 | 9 | |
| Generative Recommendation | Industrial (test) | HR@17.47 | 8 | |
| Recommendation | Industrial Dataset (test) | AUC0.7337 | 8 | |
| Engagement task prediction | Industrial-scale production (15% evaluation split) | Delta E-NE0 | 6 | |
| Consumption task prediction | Industrial-scale Production 15% (val) | Delta C-NE0 | 6 | |
| Generative Recommendation | Industrial | HR@5010.95 | 5 | |
| Scientific Image Analysis | Industrial (test) | Improvement (%)4.6 | 2 |
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