# Salient Object Detection on EORSSD, ORSSD, and ORSI-4199 (test) Source: [Salient Object Detection on EORSSD, ORSSD, and ORSI-4199 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-16T09:09:11.115Z Evaluation of Salient Object Detection performance on the test splits of the combined EORSSD, ORSSD, and ORSI-4199 datasets, reporting efficiency metrics such as inference speed and model complexity. 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 | Salient Object Detection | | Dataset (including any stated split) | EORSSD, ORSSD, and ORSI-4199 (test) | | Metric | Speed (FPS) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 - [Speed (FPS)](): Higher is better; unit: SCALAR. - [Parameters (M)](): Lower is better; unit: SIZE. - [FLOPs (G)](): Lower is better; unit: SIZE. ## Recorded results | Method | Speed (FPS) | Result date | Report paper | | --- | --- | --- | --- | | CorrNet | 100 | Not recorded | 69b78e610636e5bf4afbda5c | | PoolNet | 80.9 | Not recorded | 69b78e610636e5bf4afbda5c | | ERPNet | 73.7 | Not recorded | 69b78e610636e5bf4afbda5c | | ACCoNet | 59.9 | Not recorded | 69b78e610636e5bf4afbda5c | | MCCNet | 39.5 | Not recorded | 69b78e610636e5bf4afbda5c | | HFCNet | 38 | Not recorded | 69b78e610636e5bf4afbda5c | | HFANet | 26 | Not recorded | 69b78e610636e5bf4afbda5c | | EMFINet | 25 | Not recorded | 69b78e610636e5bf4afbda5c | | SUCA | 24 | Not recorded | 69b78e610636e5bf4afbda5c | | VST | 23 | Not recorded | 69b78e610636e5bf4afbda5c | | G2HFNet | 18.3 | Not recorded | 69b78e610636e5bf4afbda5c | | PA-KRN | 16 | Not recorded | 69b78e610636e5bf4afbda5c | | MJRBM | 15.5 | Not recorded | 69b78e610636e5bf4afbda5c | | R3Net | 2 | Not recorded | 69b78e610636e5bf4afbda5c | ### CorrNet Speed (FPS): 100. Result ID: 69b7c87347f34ce9249f9f27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PoolNet Speed (FPS): 80.9. Result ID: 69b7c87347f34ce9249f9f20. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ERPNet Speed (FPS): 73.7. Result ID: 69b7c87347f34ce9249f9f25. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ACCoNet Speed (FPS): 59.9. Result ID: 69b7c87347f34ce9249f9f28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MCCNet Speed (FPS): 39.5. Result ID: 69b7c87347f34ce9249f9f2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HFCNet Speed (FPS): 38. Result ID: 69b7c87347f34ce9249f9f2c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HFANet Speed (FPS): 26. Result ID: 69b7c87347f34ce9249f9f29. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMFINet Speed (FPS): 25. Result ID: 69b7c87347f34ce9249f9f26. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SUCA Speed (FPS): 24. Result ID: 69b7c87347f34ce9249f9f24. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VST Speed (FPS): 23. Result ID: 69b7c87347f34ce9249f9f2a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### G2HFNet Speed (FPS): 18.3. Result ID: 69b7c87347f34ce9249f9f2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PA-KRN Speed (FPS): 16. Result ID: 69b7c87347f34ce9249f9f22. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MJRBM Speed (FPS): 15.5. Result ID: 69b7c87347f34ce9249f9f23. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### R3Net Speed (FPS): 2. Result ID: 69b7c87347f34ce9249f9f21. [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.