Classic
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| JPEG compression artifact reduction | Classic5 | PSNR34.69 | 70 | |
| JPEG Image Deblocking | Classic5 | PSNR34.29 | 65 | |
| Grayscale JPEG compression artifact removal | Classic5 | PSNR34.61 | 60 | |
| JPEG Compression Artifact Reduction | Classic5 | PSNR34.52 | 28 | |
| Text Categorization | CLASSIC (test) | Test Error2.88 | 9 | |
| JPEG artifact reduction | Classic5 qf=30 (test) | PSNR33.06 | 7 | |
| Robotic Task Planning | Classic (Scene 3) | Success Rate (SR)0.66 | 6 | |
| Robotic Task Planning | Classic (Scene 2) | Success Rate97 | 6 | |
| Robotic Task Planning | Classic (Scene 1) | Success Rate (SR)100 | 6 | |
| JPEG artifact reduction | Classic5 qf=40 (test) | PSNR33.91 | 6 | |
| Document Classification | CLASSIC (test) | Test Error (%)2.91 | 5 | |
| Document Classification | CLASSIC preprocessed (test) | Runtime (min)0.24 | 5 | |
| JPEG deblocking | Classic5 (Quality 10) | PSNR29.69 | 5 | |
| JPEG Compression Artifact Reduction | Classic5 | PSNR30.65 | 2 |
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