PANDABENCH
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Distortion type classification | PANDABENCH Hard set | Accuracy30 | 14 | |
| Distortion Identification | PANDABENCH Easy | Accuracy78 | 14 | |
| Severity level classification | PANDABENCH (Hard set) | Accuracy33 | 13 | |
| Distortion Severity Prediction | PANDABENCH Easy | Accuracy59 | 13 | |
| Quality scoring | PANDABENCH (Hard set) | SRCC0.36 | 9 | |
| Region-wise comparison assessment | PANDABENCH (Hard set) | Accuracy43 | 9 | |
| Quality Score Assessment | PANDABENCH Easy | SRCC79 | 9 | |
| Comparative Relationship Prediction | PANDABENCH Easy | Accuracy58 | 9 |
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