S4
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Cluster count selection | S4 | Selected Cluster Count16 | 16 | |
| Audio-Visual Segmentation | S4 | mIoU (MJ)70.5 | 11 | |
| ToF Depth Reconstruction | S4 real world | MAE (cm)1.83 | 11 | |
| Synthetic Function Optimization | S4 Overlap Win. | Median LogGap2.1266 | 10 | |
| Heterogeneous Treatment Effect Estimation | S4 zeta=3, no overlap Synthetic (test) | RMSE (L=10)0.237 | 9 | |
| Nuclear Segmentation | S4 | Coverage99 | 6 | |
| Point-level consensus correctness prediction | S4 | AUPRC0.976 | 4 | |
| Clustering | S4 | SmM0.6114 | 1 | |
| Cluster count selection | S4 | S_mM Score11 | 1 |
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