KonIQ
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Quality Assessment | KonIQ-10k | SRCC0.953 | 126 | |
| Image Quality Assessment | KonIQ | SRCC0.951 | 119 | |
| No-Reference Image Quality Assessment | KonIQ-10k | SROCC0.967 | 111 | |
| Image Quality Assessment | KonIQ-10k (test) | SRCC0.949 | 91 | |
| Image Quality Assessment | KonIQ (test) | SROCC0.941 | 53 | |
| Blind Image Quality Assessment | KonIQ-10k | SRCC0.92 | 31 | |
| Blind Image Quality Assessment | KonIQ-10k (test) | SRCC0.919 | 23 | |
| No-Reference Image Quality Assessment | KonIQ (test) | SROCC0.906 | 20 | |
| No-Reference Image Quality Assessment | KonIQ | SRCC0.916 | 16 | |
| No-Reference Image Quality Assessment | KonIQ-10K 1.0 (test) | PLCC0.953 | 15 | |
| Blind Image Quality Assessment | KonIQ | SRCC0.941 | 15 | |
| Blind Image Quality Assessment | KonIQ-10k 1.0 (test) | SROCC0.921 | 15 | |
| Image Quality Assessment | KonIQ-10k | MAE0.39 | 14 | |
| No-Reference Image Quality Assessment | KonIQ (80/20 split) | PLCC0.928 | 12 | |
| Image Deepfake Detection | KonIQ-10k | Accuracy85.32 | 9 | |
| Image Quality Description | KonIQ | Accuracy8.72 | 8 | |
| Blind Image Quality Assessment | KonIQ-10k 18 (val) | SRCC0.788 | 7 | |
| IQA Score Regression | KonIQ | PLCC0.958 | 5 | |
| Picture quality prediction | KonIQ 10K (val) | SRCC0.788 | 5 | |
| Image Quality Assessment | KonIQ (train) | Epoch Duration (s)270 | 3 |
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