# Image Quality Assessment on EVAFusion source-pair-disjoint n=935 images (test) Source: [Image Quality Assessment on EVAFusion source-pair-disjoint n=935 images (test)]() Collection index: [llms.txt]() Data updated: 2026-05-11T07:52:07.243Z Evaluation of Image Quality Assessment performance on the EVAFusion source-pair-disjoint test set (935 images), utilizing metrics such as SRCC, PLCC, KRCC, PairAcc, Per-SP tau, and KL. 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 | Image Quality Assessment | | Dataset (including any stated split) | EVAFusion source-pair-disjoint n=935 images (test) | | Metric | SRCC | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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](): Higher is better; unit: SCALAR. - [PLCC](): Higher is better; unit: SCALAR. - [KRCC](): Higher is better; unit: SCALAR. - [PairAcc](): Higher is better; unit: PERCENT. - [Per-SP tau](): Higher is better; unit: SCALAR. - [KL](): Lower is better; unit: SCALAR. ## Recorded results | Method | SRCC | Result date | Report paper | | --- | --- | --- | --- | | FuScore | 0.648 | Not recorded | 6a016291dbc836b87d8230fa | | FuScore | 0.637 | Not recorded | 6a016291dbc836b87d8230fa | | ViT-L+MLP | 0.554 | Not recorded | 6a016291dbc836b87d8230fa | | Qwen3-VL-8B + LoRA-MSE | 0.537 | Not recorded | 6a016291dbc836b87d8230fa | | Qabf | 0.344 | Not recorded | 6a016291dbc836b87d8230fa | | VIF | 0.34 | Not recorded | 6a016291dbc836b87d8230fa | | DeQA-Score | 0.308 | Not recorded | 6a016291dbc836b87d8230fa | | Q-Align | 0.281 | Not recorded | 6a016291dbc836b87d8230fa | | MI | 0.256 | Not recorded | 6a016291dbc836b87d8230fa | | SSIM | 0.205 | Not recorded | 6a016291dbc836b87d8230fa | | Qwen3-VL-8B | 0.156 | Not recorded | 6a016291dbc836b87d8230fa | | SD | 0.128 | Not recorded | 6a016291dbc836b87d8230fa | | SF | 0.126 | Not recorded | 6a016291dbc836b87d8230fa | | CLIP-IQA | 0.11 | Not recorded | 6a016291dbc836b87d8230fa | | EN | 0.105 | Not recorded | 6a016291dbc836b87d8230fa | | SCD | 0.099 | Not recorded | 6a016291dbc836b87d8230fa | | AG | 0.081 | Not recorded | 6a016291dbc836b87d8230fa | | MUSIQ | 0.066 | Not recorded | 6a016291dbc836b87d8230fa | ### FuScore SRCC: 0.648. Result ID: 6a018a9247f34ce924e31f03. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Ours","Ensemble configuration":"3-seed ensemble"}. This record does not assert independent reproduction. ### FuScore SRCC: 0.637. Result ID: 6a018a9247f34ce924e31f02. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Ours","Ensemble configuration":"single-seed"}. This record does not assert independent reproduction. ### ViT-L+MLP SRCC: 0.554. Result ID: 6a018a9247f34ce924e31f00. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"In-domain"}. This record does not assert independent reproduction. ### Qwen3-VL-8B + LoRA-MSE SRCC: 0.537. Result ID: 6a018a9247f34ce924e31f01. [Reporting paper]() Recorded evaluation configuration: {"Evaluation protocol":"In-domain"}. This record does not assert independent reproduction. ### Qabf SRCC: 0.344. Result ID: 6a018a9247f34ce924e31ef2. [Reporting paper]() Recorded evaluation configuration: {"Evaluation protocol":"Handcrafted"}. This record does not assert independent reproduction. ### VIF SRCC: 0.34. Result ID: 6a018a9247f34ce924e31ef3. [Reporting paper]() Recorded evaluation configuration: {"Evaluation protocol":"Handcrafted"}. This record does not assert independent reproduction. ### DeQA-Score SRCC: 0.308. Result ID: 6a018a9247f34ce924e31eff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### Q-Align SRCC: 0.281. Result ID: 6a018a9247f34ce924e31efe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### MI SRCC: 0.256. Result ID: 6a018a9247f34ce924e31ef4. [Reporting paper]() Recorded evaluation configuration: {"Evaluation protocol":"Handcrafted"}. This record does not assert independent reproduction. ### SSIM SRCC: 0.205. Result ID: 6a018a9247f34ce924e31ef5. [Reporting paper]() Recorded evaluation configuration: {"Evaluation protocol":"Handcrafted"}. This record does not assert independent reproduction. ### Qwen3-VL-8B SRCC: 0.156. Result ID: 6a018a9247f34ce924e31efd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### SD SRCC: 0.128. Result ID: 6a018a9247f34ce924e31ef6. [Reporting paper]() Recorded evaluation configuration: {"Evaluation protocol":"Handcrafted"}. This record does not assert independent reproduction. ### SF SRCC: 0.126. Result ID: 6a018a9247f34ce924e31ef7. [Reporting paper]() Recorded evaluation configuration: {"Evaluation protocol":"Handcrafted"}. This record does not assert independent reproduction. ### CLIP-IQA SRCC: 0.11. Result ID: 6a018a9247f34ce924e31efc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### EN SRCC: 0.105. Result ID: 6a018a9247f34ce924e31ef8. [Reporting paper]() Recorded evaluation configuration: {"Evaluation protocol":"Handcrafted"}. This record does not assert independent reproduction. ### SCD SRCC: 0.099. Result ID: 6a018a9247f34ce924e31ef9. [Reporting paper]() Recorded evaluation configuration: {"Evaluation protocol":"Handcrafted"}. This record does not assert independent reproduction. ### AG SRCC: 0.081. Result ID: 6a018a9247f34ce924e31efa. [Reporting paper]() Recorded evaluation configuration: {"Evaluation protocol":"Handcrafted"}. This record does not assert independent reproduction. ### MUSIQ SRCC: 0.066. Result ID: 6a018a9247f34ce924e31efb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.