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ResearchFormerly WizWand

PANDABENCH

Benchmarks

TaskDatasetSOTA 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