# Image Quality Assessment on TID13 (SRCC, PLCC) Source: [Image Quality Assessment on TID13 (SRCC, PLCC)]() Collection index: [llms.txt]() Data updated: 2026-06-16T09:27:36.552Z Evaluation of Image Quality Assessment performance on the TID13 dataset, specifically reporting Spearman Rank Correlation Coefficient (SRCC) and Pearson Linear Correlation Coefficient (PLCC). 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) | TID13 | | Metric | SRCC | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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. ## Recorded results | Method | SRCC | Result date | Report paper | | --- | --- | --- | --- | | VisualQuality-R1 | 0.848 | Not recorded | 69730090b2be0ed85a78ca46 | | Q-Probe | 0.829 | Not recorded | 69730090b2be0ed85a78ca46 | | Q-Insight | 0.816 | Not recorded | 69730090b2be0ed85a78ca46 | | UnifiedReward-T | 0.788 | Not recorded | 69730090b2be0ed85a78ca46 | | Qwen2.5-VL-7B | 0.787 | Not recorded | 69730090b2be0ed85a78ca46 | | Q-Align | 0.769 | Not recorded | 69730090b2be0ed85a78ca46 | | DeQA-Score | 0.756 | Not recorded | 69730090b2be0ed85a78ca46 | | Tool-IQA | 0.733 | Not recorded | 6a30d8fbd33dfb23e783d0e2 | | LIQE | 0.718 | Not recorded | 69730090b2be0ed85a78ca46 | | UNIQUE | 0.703 | Not recorded | 69730090b2be0ed85a78ca46 | | VisualQuality-R1 | 0.7 | Not recorded | 6a30d8fbd33dfb23e783d0e2 | | MUSIQ | 0.67 | Not recorded | 69730090b2be0ed85a78ca46 | | Qwen3-VL-8B-Ins | 0.656 | Not recorded | 6a30d8fbd33dfb23e783d0e2 | | MANIQA | 0.589 | Not recorded | 69730090b2be0ed85a78ca46 | | BRISQUE | 0.548 | Not recorded | 69730090b2be0ed85a78ca46 | | NIQE | 0.532 | Not recorded | 69730090b2be0ed85a78ca46 | ### VisualQuality-R1 SRCC: 0.848. Result ID: 699a20ec5698665ec4a5de15. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"MLLMs-based"}. This record does not assert independent reproduction. ### Q-Probe SRCC: 0.829. Result ID: 699a20ec5698665ec4a5de16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"MLLMs-based"}. This record does not assert independent reproduction. ### Q-Insight SRCC: 0.816. Result ID: 699a20ec5698665ec4a5de14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"MLLMs-based"}. This record does not assert independent reproduction. ### UnifiedReward-T SRCC: 0.788. Result ID: 699a20ec5698665ec4a5de13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"MLLMs-based"}. This record does not assert independent reproduction. ### Qwen2.5-VL-7B SRCC: 0.787. Result ID: 699a20ec5698665ec4a5de0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"MLLMs-based"}. This record does not assert independent reproduction. ### Q-Align SRCC: 0.769. Result ID: 699a20ec5698665ec4a5de12. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"MLLMs-based"}. This record does not assert independent reproduction. ### DeQA-Score SRCC: 0.756. Result ID: 699a20ec5698665ec4a5de11. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"MLLMs-based"}. This record does not assert independent reproduction. ### Tool-IQA SRCC: 0.733. Result ID: 6a3116f4fbc373592c2dba75. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LIQE SRCC: 0.718. Result ID: 699a20ec5698665ec4a5de10. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"MLLMs-based"}. This record does not assert independent reproduction. ### UNIQUE SRCC: 0.703. Result ID: 699a20ec5698665ec4a5de0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Deep Learning"}. This record does not assert independent reproduction. ### VisualQuality-R1 SRCC: 0.7. Result ID: 6a3116f4fbc373592c2dba74. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"VLM-based"}. This record does not assert independent reproduction. ### MUSIQ SRCC: 0.67. Result ID: 699a20ec5698665ec4a5de0c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Deep Learning"}. This record does not assert independent reproduction. ### Qwen3-VL-8B-Ins SRCC: 0.656. Result ID: 6a3116f4fbc373592c2dba73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"VLM-based"}. This record does not assert independent reproduction. ### MANIQA SRCC: 0.589. Result ID: 699a20ec5698665ec4a5de0e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Deep Learning"}. This record does not assert independent reproduction. ### BRISQUE SRCC: 0.548. Result ID: 699a20ec5698665ec4a5de0a. [Reporting paper]() Recorded evaluation configuration: {"Category":"Handcrafted"}. This record does not assert independent reproduction. ### NIQE SRCC: 0.532. Result ID: 699a20ec5698665ec4a5de0b. [Reporting paper]() Recorded evaluation configuration: {"Category":"Handcrafted"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.