# Infrared-Visible Image Fusion Quality Assessment on SemanticRT 5-expert pilot Source: [Infrared-Visible Image Fusion Quality Assessment on SemanticRT 5-expert pilot]() Collection index: [llms.txt]() Data updated: 2026-05-11T07:52:07.204Z Evaluation of image fusion quality assessment performance on the SemanticRT 5-expert pilot dataset, typically measured using correlation metrics such as SRCC, PLCC, KRCC, and Pair Accuracy. 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 | Infrared-Visible Image Fusion Quality Assessment | | Dataset (including any stated split) | SemanticRT 5-expert pilot | | Metric | SRCC | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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. - [Pair Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | SRCC | Result date | Report paper | | --- | --- | --- | --- | | FuScore | 0.561 | Not recorded | 6a016291dbc836b87d8230fa | | FuScore | 0.547 | Not recorded | 6a016291dbc836b87d8230fa | | ViT-L+MLP | 0.471 | Not recorded | 6a016291dbc836b87d8230fa | | Qabf | 0.321 | Not recorded | 6a016291dbc836b87d8230fa | | VIF | 0.318 | Not recorded | 6a016291dbc836b87d8230fa | | DeQA-Score | 0.314 | Not recorded | 6a016291dbc836b87d8230fa | | Q-Align | 0.296 | Not recorded | 6a016291dbc836b87d8230fa | | MI | 0.238 | Not recorded | 6a016291dbc836b87d8230fa | | Qwen3-VL-8B | 0.142 | Not recorded | 6a016291dbc836b87d8230fa | ### FuScore SRCC: 0.561. Result ID: 6a018a9247f34ce924e31ef1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed Config":"3-seed ensemble","Training Protocol":"EVAFusion-trained"}. This record does not assert independent reproduction. ### FuScore SRCC: 0.547. Result ID: 6a018a9247f34ce924e31ef0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed Config":"single-seed","Training Protocol":"EVAFusion-trained"}. This record does not assert independent reproduction. ### ViT-L+MLP SRCC: 0.471. Result ID: 6a018a9247f34ce924e31eef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Deep Learning","Training Protocol":"EVAFusion-trained"}. This record does not assert independent reproduction. ### Qabf SRCC: 0.321. Result ID: 6a018a9247f34ce924e31ee9. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Handcrafted"}. This record does not assert independent reproduction. ### VIF SRCC: 0.318. Result ID: 6a018a9247f34ce924e31eea. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Handcrafted"}. This record does not assert independent reproduction. ### DeQA-Score SRCC: 0.314. Result ID: 6a018a9247f34ce924e31eee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Zero-shot VLM","Evaluation Weights":"Zero-shot"}. This record does not assert independent reproduction. ### Q-Align SRCC: 0.296. Result ID: 6a018a9247f34ce924e31eed. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Zero-shot VLM","Evaluation Weights":"Zero-shot"}. This record does not assert independent reproduction. ### MI SRCC: 0.238. Result ID: 6a018a9247f34ce924e31eeb. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Handcrafted"}. This record does not assert independent reproduction. ### Qwen3-VL-8B SRCC: 0.142. Result ID: 6a018a9247f34ce924e31eec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Zero-shot VLM","Evaluation Weights":"Zero-shot"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.