# Saliency Ranking on ASSR (test) Source: [Saliency Ranking on ASSR (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:03:01.244Z Evaluation of Saliency Ranking performance on the test split of the ASSR dataset, reporting metrics like SOR and MAE. 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 | Saliency Ranking | | Dataset (including any stated split) | ASSR (test) | | Metric | SOR | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [SOR](): Higher is better; unit: PERCENT. - [SA-SOR](): Higher is better; unit: SCALAR. - [MAE](): Lower is better; unit: PERCENT. ## Recorded results | Method | SOR | Result date | Report paper | | --- | --- | --- | --- | | OCOR | 90.4 | Not recorded | 68fa6c0c1e209131cea31af0 | | S4Net | 89.1 | Not recorded | 68fa6c0c1e209131cea31af0 | | SOR | 84.1 | Not recorded | 68fa6c0c1e209131cea31af0 | | QueryInst | 83.7 | Not recorded | 68fa6c0c1e209131cea31af0 | | CBNetV2 | 82.7 | Not recorded | 68fa6c0c1e209131cea31af0 | | BlendMask | 82.2 | Not recorded | 68fa6c0c1e209131cea31af0 | | Cascade R-CNN | 81.6 | Not recorded | 68fa6c0c1e209131cea31af0 | | CenterMask | 81.3 | Not recorded | 68fa6c0c1e209131cea31af0 | | IRSR | 81.1 | Not recorded | 68fa6c0c1e209131cea31af0 | | SOLO | 80.5 | Not recorded | 68fa6c0c1e209131cea31af0 | | ASSR | 79.2 | Not recorded | 68fa6c0c1e209131cea31af0 | | CPD-R | 76.6 | Not recorded | 68fa6c0c1e209131cea31af0 | | SCRN | 75.6 | Not recorded | 68fa6c0c1e209131cea31af0 | | Mask R-CNN | 75 | Not recorded | 68fa6c0c1e209131cea31af0 | | Mask R-CNN | 73.9 | Not recorded | 68fa6c0c1e209131cea31af0 | | RSDNet | 71.7 | Not recorded | 68fa6c0c1e209131cea31af0 | | BASNet | 70.7 | Not recorded | 68fa6c0c1e209131cea31af0 | ### OCOR SOR: 90.4. Result ID: 698ebcafffc3901de0a03a02. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SR","Backbone":"Swin-L"}. This record does not assert independent reproduction. ### S4Net SOR: 89.1. Result ID: 698ebcafffc3901de0a039f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Task":"SID","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### SOR SOR: 84.1. Result ID: 698ebcafffc3901de0a039f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Task":"SR and SIS (joint learning)","Backbone":"VoVNet-39"}. This record does not assert independent reproduction. ### QueryInst SOR: 83.7. Result ID: 698ebcafffc3901de0a03a00. [Reporting paper]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"Swin-L"}. This record does not assert independent reproduction. ### CBNetV2 SOR: 82.7. Result ID: 698ebcafffc3901de0a03a01. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"Cascaded Swin-L"}. This record does not assert independent reproduction. ### BlendMask SOR: 82.2. Result ID: 698ebcafffc3901de0a039fc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### Cascade R-CNN SOR: 81.6. Result ID: 698ebcafffc3901de0a039ff. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"Swin-L"}. This record does not assert independent reproduction. ### CenterMask SOR: 81.3. Result ID: 698ebcafffc3901de0a039fa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"VoVNet-99"}. This record does not assert independent reproduction. ### IRSR SOR: 81.1. Result ID: 698ebcafffc3901de0a039f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Task":"SR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### SOLO SOR: 80.5. Result ID: 698ebcafffc3901de0a039fb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### ASSR SOR: 79.2. Result ID: 698ebcafffc3901de0a039f7. [Reporting paper]() Recorded evaluation configuration: {"Original Task":"SR","Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### CPD-R SOR: 76.6. Result ID: 698ebcafffc3901de0a039f4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SOD","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### SCRN SOR: 75.6. Result ID: 698ebcafffc3901de0a039f5. [Reporting paper]() Recorded evaluation configuration: {"Original Task":"SOD","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Mask R-CNN SOR: 75. Result ID: 698ebcafffc3901de0a039fe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"Swin-L"}. This record does not assert independent reproduction. ### Mask R-CNN SOR: 73.9. Result ID: 698ebcafffc3901de0a039fd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### RSDNet SOR: 71.7. Result ID: 698ebcafffc3901de0a039f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Task":"SR","Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### BASNet SOR: 70.7. Result ID: 698ebcafffc3901de0a039f3. [Reporting paper]() Recorded evaluation configuration: {"Original Task":"SOD","Backbone":"ResNet-34"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.