# Blind Image Quality Assessment on CLIVE 17 (val)

Source: [Blind Image Quality Assessment on CLIVE 17 (val)](<https://www.sota2.com/research/sota/blind-image-quality-assessment-on-clive-17-val>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:03:11.467Z

Evaluation of Blind Image Quality Assessment performance using the validation set of the CLIVE 17 dataset, measured by correlation metrics SRCC and LCC.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Blind Image Quality Assessment |
| Dataset (including any stated split) | CLIVE 17 (val) |
| Metric | SRCC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [SRCC](<https://www.sota2.com/research/sota/blind-image-quality-assessment-on-clive-17-val.md?metric=SRCC>): Higher is better; unit: SCALAR.

- [LCC](<https://www.sota2.com/research/sota/blind-image-quality-assessment-on-clive-17-val.md?metric=LCC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | SRCC | Result date | Report paper |
| --- | --- | --- | --- |
| Feedback Model | 0.784 | Not recorded | 68fa66d51e209131cea12c2a |
| RoIPool Model | 0.762 | Not recorded | 68fa66d51e209131cea12c2a |
| Baseline Model | 0.74 | Not recorded | 68fa66d51e209131cea12c2a |
| NIMA | 0.712 | Not recorded | 68fa66d51e209131cea12c2a |
| BRISQUE | 0.66 | Not recorded | 68fa66d51e209131cea12c2a |
| CNNIQA | 0.559 | Not recorded | 68fa66d51e209131cea12c2a |
| NIQE | 0.503 | Not recorded | 68fa66d51e209131cea12c2a |

### Feedback Model

SRCC: 0.784. Result ID: 698d0c238b517eb4331e987b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d51e209131cea12c2a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66d51e209131cea12c2a.md>)

Recorded evaluation configuration: {"fine-tuning":false}. This record does not assert independent reproduction.

### RoIPool Model

SRCC: 0.762. Result ID: 698d0c238b517eb4331e987a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d51e209131cea12c2a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66d51e209131cea12c2a.md>)

Recorded evaluation configuration: {"fine-tuning":false}. This record does not assert independent reproduction.

### Baseline Model

SRCC: 0.74. Result ID: 698d0c238b517eb4331e9879.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d51e209131cea12c2a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66d51e209131cea12c2a.md>)

Recorded evaluation configuration: {"fine-tuning":false}. This record does not assert independent reproduction.

### NIMA

SRCC: 0.712. Result ID: 698d0c238b517eb4331e9878.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d51e209131cea12c2a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64891e209131cea05499.md>)

Recorded evaluation configuration: {"fine-tuning":false}. This record does not assert independent reproduction.

### BRISQUE

SRCC: 0.66. Result ID: 698d0c238b517eb4331e9876.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d51e209131cea12c2a.md>)

Recorded evaluation configuration: {"fine-tuning":false}. This record does not assert independent reproduction.

### CNNIQA

SRCC: 0.559. Result ID: 698d0c238b517eb4331e9877.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d51e209131cea12c2a.md>)

Recorded evaluation configuration: {"fine-tuning":false}. This record does not assert independent reproduction.

### NIQE

SRCC: 0.503. Result ID: 698d0c238b517eb4331e9875.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d51e209131cea12c2a.md>)

Recorded evaluation configuration: {"fine-tuning":false}. This record does not assert independent reproduction.

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