# Image Segmentation on Keyhole Segmentation Dataset Large Image 1.0 (test) Source: [Image Segmentation on Keyhole Segmentation Dataset Large Image 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-06-16T09:36:44.971Z Evaluation of Image Segmentation performance on the test split of the Keyhole Segmentation Dataset Large Image 1.0, focusing on inference time metrics. 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 | Image Segmentation | | Dataset (including any stated split) | Keyhole Segmentation Dataset Large Image 1.0 (test) | | Metric | Inference Time (ms/img) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 7 of 7 | | 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 - [Inference Time (ms/img)](): Lower is better; unit: TIME. ## Recorded results | Method | Inference Time (ms/img) | Result date | Report paper | | --- | --- | --- | --- | | MOSAIC | 7.76 | Not recorded | 6a30d900d33dfb23e783d14a | | MOSAIC | 12.24 | Not recorded | 6a30d900d33dfb23e783d14a | | MOSAIC | 19.9 | Not recorded | 6a30d900d33dfb23e783d14a | | YOLO | 32.63 | Not recorded | 6a30d900d33dfb23e783d14a | | YOLO | 54.06 | Not recorded | 6a30d900d33dfb23e783d14a | | SAM 2.1 | 884.2 | Not recorded | 6a30d900d33dfb23e783d14a | | SAM 2.1 | 5284 | Not recorded | 6a30d900d33dfb23e783d14a | ### MOSAIC Inference Time (ms/img): 7.76. Result ID: 6a311918fbc373592c2dcfd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Processor":"CPU","Execution Stage":"Segmentation","Input Resolution":"150 x 250"}. This record does not assert independent reproduction. ### MOSAIC Inference Time (ms/img): 12.24. Result ID: 6a311918fbc373592c2dcfcf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Processor":"CPU","Execution Stage":"Preprocessing","Input Resolution":"150 x 250"}. This record does not assert independent reproduction. ### MOSAIC Inference Time (ms/img): 19.9. Result ID: 6a311918fbc373592c2dcfce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Processor":"CPU","Execution Stage":"Total","Input Resolution":"150 x 250"}. This record does not assert independent reproduction. ### YOLO Inference Time (ms/img): 32.63. Result ID: 6a311918fbc373592c2dcfd2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Processor":"GPU","Input Resolution":"320 x 320"}. This record does not assert independent reproduction. ### YOLO Inference Time (ms/img): 54.06. Result ID: 6a311918fbc373592c2dcfd1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Processor":"CPU","Input Resolution":"320 x 320"}. This record does not assert independent reproduction. ### SAM 2.1 Inference Time (ms/img): 884.2. Result ID: 6a311918fbc373592c2dcfd4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Processor":"GPU","Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### SAM 2.1 Inference Time (ms/img): 5284. Result ID: 6a311918fbc373592c2dcfd3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Processor":"CPU","Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.