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Classic

Benchmarks

Task NameDataset NameSOTA ResultTrend
JPEG Image DeblockingClassic5
PSNR34.29
65
Grayscale JPEG compression artifact removalClassic5
PSNR34.61
60
JPEG Compression Artifact ReductionClassic5
PSNR34.52
28
JPEG compression artifact reductionClassic5
PSNR34.64
18
Text CategorizationCLASSIC (test)
Test Error2.88
9
JPEG artifact reductionClassic5 qf=30 (test)
PSNR33.06
7
Robotic Task PlanningClassic (Scene 3)
Success Rate (SR)0.66
6
Robotic Task PlanningClassic (Scene 2)
Success Rate97
6
Robotic Task PlanningClassic (Scene 1)
Success Rate (SR)100
6
JPEG artifact reductionClassic5 qf=40 (test)
PSNR33.91
6
Document ClassificationCLASSIC (test)
Test Error (%)2.91
5
Document ClassificationCLASSIC preprocessed (test)
Runtime (min)0.24
5
JPEG deblockingClassic5 (Quality 10)
PSNR29.69
5
JPEG Compression Artifact ReductionClassic5
PSNR30.65
2
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