# Co-saliency Object Detection on CoSal 2015 Source: [Co-saliency Object Detection on CoSal 2015]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:04:25.765Z Evaluation of Co-saliency Object Detection performance on the CoSal 2015 dataset, reporting metrics such as Sm, maxF, E\_xi, 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 | Co-saliency Object Detection | | Dataset (including any stated split) | CoSal 2015 | | Metric | Sm | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 28 of 28 | | 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 - [Sm](): Higher is better; unit: SCALAR. - [maxF](): Higher is better; unit: SCALAR. - [E\_xi](): Higher is better; unit: SCALAR. - [MAE](): Lower is better; unit: SCALAR. - [E-measure (E\_phi)](): Higher is better; unit: SCALAR. ## Recorded results | Method | Sm | Result date | Report paper | | --- | --- | --- | --- | | CADC | 0.866 | Not recorded | 68fa6af31e209131cea2b4ea | | ICNet | 0.856 | Not recorded | 68fa6af31e209131cea2b4ea | | GICD | 0.842 | Not recorded | 68fa6af31e209131cea2b4ea | | EGNet | 0.836 | Not recorded | 68fa72481e209131cea55896 | | CoEG-Net | 0.836 | Not recorded | 68fa72481e209131cea55896 | | GSPA | 0.823 | Not recorded | 68fa72481e209131cea55896 | | GCAGC | 0.822 | Not recorded | 68fa6af31e209131cea2b4ea | | AGC | 0.818 | Not recorded | 68fa72481e209131cea55896 | | CSMG | 0.814 | Not recorded | 68fa72481e209131cea55896 | | CPD | 0.797 | Not recorded | 68fa72481e209131cea55896 | | CSMG | 0.774 | Not recorded | 68fa6af31e209131cea2b4ea | | SP-MIL | 0.774 | Not recorded | 68fa72481e209131cea55896 | | GONet | 0.751 | Not recorded | 68fa6af31e209131cea2b4ea | | IML | 0.751 | Not recorded | 68fa72481e209131cea55896 | | SACS | 0.694 | Not recorded | 68fa72481e209131cea55896 | | CODR | 0.689 | Not recorded | 68fa72481e209131cea55896 | | MIL | 0.673 | Not recorded | 68fa6af31e209131cea2b4ea | | MIL | 0.673 | Not recorded | 68fa72481e209131cea55896 | | UMLF | 0.662 | Not recorded | 68fa72481e209131cea55896 | | CODW | 0.648 | Not recorded | 68fa6af31e209131cea2b4ea | | CODW | 0.648 | Not recorded | 68fa72481e209131cea55896 | | DIM | 0.592 | Not recorded | 68fa6af31e209131cea2b4ea | | CSHS | 0.592 | Not recorded | 68fa72481e209131cea55896 | | DIM | 0.592 | Not recorded | 68fa72481e209131cea55896 | | ESMG | 0.552 | Not recorded | 68fa72481e209131cea55896 | | CBCS | 0.544 | Not recorded | 68fa6af31e209131cea2b4ea | | CBCS | 0.544 | Not recorded | 68fa72481e209131cea55896 | ### CADC Sm: 0.866. Result ID: 698e45c4ffc3901de09c3743. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ICNet Sm: 0.856. Result ID: 698e45c4ffc3901de09c3742. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GICD Sm: 0.842. Result ID: 698e45c4ffc3901de09c3741. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EGNet Sm: 0.836. Result ID: 69922ae03a6c3148490d0982. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CoEG-Net Sm: 0.836. Result ID: 69922ae03a6c3148490d0983. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GSPA Sm: 0.823. Result ID: 69922ae03a6c3148490d0980. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GCAGC Sm: 0.822. Result ID: 698e45c4ffc3901de09c3740. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AGC Sm: 0.818. Result ID: 69922ae03a6c3148490d0981. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSMG Sm: 0.814. Result ID: 69922ae03a6c3148490d097e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CPD Sm: 0.797. Result ID: 69922ae03a6c3148490d097f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSMG Sm: 0.774. Result ID: 698e45c4ffc3901de09c373f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SP-MIL Sm: 0.774. Result ID: 69922ae03a6c3148490d097d. [Reporting paper]() Recorded evaluation configuration: {"trained\_on\_corresponding\_dataset":true}. This record does not assert independent reproduction. ### GONet Sm: 0.751. Result ID: 698e45c4ffc3901de09c373e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IML Sm: 0.751. Result ID: 69922ae03a6c3148490d097b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SACS Sm: 0.694. Result ID: 69922ae03a6c3148490d0975. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CODR Sm: 0.689. Result ID: 69922ae03a6c3148490d0976. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIL Sm: 0.673. Result ID: 698e45c4ffc3901de09c373d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIL Sm: 0.673. Result ID: 69922ae03a6c3148490d097a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UMLF Sm: 0.662. Result ID: 69922ae03a6c3148490d0977. [Reporting paper]() Recorded evaluation configuration: {"trained\_on\_corresponding\_dataset":true}. This record does not assert independent reproduction. ### CODW Sm: 0.648. Result ID: 698e45c4ffc3901de09c373c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CODW Sm: 0.648. Result ID: 69922ae03a6c3148490d0979. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIM Sm: 0.592. Result ID: 698e45c4ffc3901de09c373b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSHS Sm: 0.592. Result ID: 69922ae03a6c3148490d0974. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIM Sm: 0.592. Result ID: 69922ae03a6c3148490d0978. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ESMG Sm: 0.552. Result ID: 69922ae03a6c3148490d0973. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CBCS Sm: 0.544. Result ID: 698e45c4ffc3901de09c373a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CBCS Sm: 0.544. Result ID: 69922ae03a6c3148490d0972. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.