# Saliency Ranking on IRSR (test) Source: [Saliency Ranking on IRSR (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:44.726Z Evaluation of Saliency Ranking performance on the test split of the IRSR dataset, reporting SA-SOR, 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) | IRSR (test) | | Metric | SA-SOR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [SA-SOR](): Higher is better; unit: SCALAR. - [SOR](): Higher is better; unit: SCALAR. - [MAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | SA-SOR | Result date | Report paper | | --- | --- | --- | --- | | OCOR | 0.578 | Not recorded | 68fa6c0c1e209131cea31af0 | | IRSR | 0.565 | Not recorded | 68fa6c0c1e209131cea31af0 | | QueryInst | 0.542 | Not recorded | 68fa6c0c1e209131cea31af0 | | BlendMask | 0.531 | Not recorded | 68fa6c0c1e209131cea31af0 | | Cascade R-CNN | 0.52 | Not recorded | 68fa6c0c1e209131cea31af0 | | CBNetV2 | 0.514 | Not recorded | 68fa6c0c1e209131cea31af0 | | CenterMask | 0.509 | Not recorded | 68fa6c0c1e209131cea31af0 | | SOLO | 0.499 | Not recorded | 68fa6c0c1e209131cea31af0 | | Mask R-CNN | 0.489 | Not recorded | 68fa6c0c1e209131cea31af0 | | Mask R-CNN | 0.48 | Not recorded | 68fa6c0c1e209131cea31af0 | | RSDNet | 0.46 | Not recorded | 68fa6c0c1e209131cea31af0 | | ASSR | 0.388 | Not recorded | 68fa6c0c1e209131cea31af0 | ### OCOR SA-SOR: 0.578. Result ID: 698ebcafffc3901de0a03a0e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SR","Backbone":"Swin-L"}. This record does not assert independent reproduction. ### IRSR SA-SOR: 0.565. Result ID: 698ebcafffc3901de0a03a05. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Task":"SR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### QueryInst SA-SOR: 0.542. Result ID: 698ebcafffc3901de0a03a0c. [Reporting paper]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"Swin-L"}. This record does not assert independent reproduction. ### BlendMask SA-SOR: 0.531. Result ID: 698ebcafffc3901de0a03a08. [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 SA-SOR: 0.52. Result ID: 698ebcafffc3901de0a03a0b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"Swin-L"}. This record does not assert independent reproduction. ### CBNetV2 SA-SOR: 0.514. Result ID: 698ebcafffc3901de0a03a0d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"Cascaded Swin-L"}. This record does not assert independent reproduction. ### CenterMask SA-SOR: 0.509. Result ID: 698ebcafffc3901de0a03a06. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"VoVNet-99"}. This record does not assert independent reproduction. ### SOLO SA-SOR: 0.499. Result ID: 698ebcafffc3901de0a03a07. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### Mask R-CNN SA-SOR: 0.489. Result ID: 698ebcafffc3901de0a03a0a. [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 SA-SOR: 0.48. Result ID: 698ebcafffc3901de0a03a09. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Original Task":"SIS","Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### RSDNet SA-SOR: 0.46. Result ID: 698ebcafffc3901de0a03a03. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Task":"SR","Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### ASSR SA-SOR: 0.388. Result ID: 698ebcafffc3901de0a03a04. [Reporting paper]() Recorded evaluation configuration: {"Original Task":"SR","Backbone":"ResNet-101"}. 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