DC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Toxicity Classification | DC | Harmonic Mean F131 | 26 | |
| Next Basket Repurchase Recommendation | DC (test) | Precision39.04 | 20 | |
| Contextual Automatic Speech Recognition | DC | CER10.94 | 13 | |
| Hyperspectral Image Denoising | DC (Case 5) | PSNR33.73 | 13 | |
| Hyperspectral Image Denoising | DC (Case 4) | PSNR36.37 | 13 | |
| Hyperspectral Image Denoising | DC (Case 3) | PSNR36.13 | 13 | |
| Hyperspectral Image Denoising | DC (Case 2) | PSNR37.11 | 13 | |
| Hyperspectral Image Denoising | DC Case 1 | PSNR33.74 | 13 | |
| Surface Reconstruction | DC benchmark 1.0 (test) | Chamfer Distance (GT)0.14 | 9 | |
| Automated Grading | DC 4 tasks | Accuracy0.8 | 6 | |
| Network Traffic Generation | DC (test) | CMD0.07 | 5 | |
| Effective Rank Analysis | Dc Benign factual queries v4 (matched collection conditions) | Effective Rank (Rho Epsilon)0.0096 | 3 |
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