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Papers Benchmarks Datasets Tasks

PANDABENCH dataset and benchmarks · SOTA2 Research

Research Datasets

PANDABENCH

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Distortion type classification

PANDABENCH Hard set

30Accuracy

14

Distortion Identification

PANDABENCH Easy

78Accuracy

14

Severity level classification

PANDABENCH (Hard set)

33Accuracy

13

Distortion Severity Prediction

PANDABENCH Easy

59Accuracy

13

Quality scoring

PANDABENCH (Hard set)

0.36SRCC

9

Region-wise comparison assessment

PANDABENCH (Hard set)

43Accuracy

9

Quality Score Assessment

PANDABENCH Easy

79SRCC

9

Comparative Relationship Prediction

PANDABENCH Easy

58Accuracy

9

Popular tasks

Quality Scoring Distortion Identification Comparative Relationship Prediction Distortion Severity Prediction Quality Score Assessment

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