No-Reference Image Quality Assessment
An Image Quality Assessment approach where no reference image information is available to the model. Sometimes referred to as Blind Image Quality Assessment (BIQA).
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | LAR-IQA (KAN head) | SRCC | 0.84 | — | Unverified |
| 2 | QualiCLIP | SRCC | 0.77 | — | Unverified |
| 3 | CLIP-IQA+ | SRCC | 0.75 | — | Unverified |
| 4 | ARNIQA | SRCC | 0.74 | — | Unverified |
| 5 | CONTRIQUE | SRCC | 0.73 | — | Unverified |
| 6 | Effnet-2C-MLSP | SRCC | 0.68 | — | Unverified |
| 7 | HyperIQA | SRCC | 0.55 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | RvTC (image-only) | PLCC | 0.95 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | UNIQA | SRCC | 0.99 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | RvTC (image-only) | PLCC | 0.93 | — | Unverified |