# Interactive Segmentation on PartImageNet (val) Source: [Interactive Segmentation on PartImageNet (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:30.201Z Evaluation of Interactive Segmentation performance on the validation split of the PartImageNet dataset, reporting metrics such as IoU@1. 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 | Interactive Segmentation | | Dataset (including any stated split) | PartImageNet (val) | | Metric | IoU@1 | | Unit | PERCENT | | 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 - [IoU@1](): Higher is better; unit: PERCENT. ## Recorded results | Method | IoU@1 | Result date | Report paper | | --- | --- | --- | --- | | GraCo | 58 | Not recorded | 68fa732f1e209131cea5af91 | | SAM | 56 | Not recorded | 68fa732f1e209131cea5af91 | | SAM | 55 | Not recorded | 68fa732f1e209131cea5af91 | | GraCo | 55 | Not recorded | 68fa732f1e209131cea5af91 | | GraCo | 55 | Not recorded | 68fa732f1e209131cea5af91 | | SimpleClick | 54 | Not recorded | 68fa732f1e209131cea5af91 | | GraCo | 53 | Not recorded | 68fa732f1e209131cea5af91 | | SimpleClick | 49 | Not recorded | 68fa732f1e209131cea5af91 | | SAM | 42 | Not recorded | 68fa732f1e209131cea5af91 | | SAM | 42 | Not recorded | 68fa732f1e209131cea5af91 | | SimpleClick | 30 | Not recorded | 68fa732f1e209131cea5af91 | | SimpleClick | 20 | Not recorded | 68fa732f1e209131cea5af91 | ### GraCo IoU@1: 58. Result ID: 6992aed53a6c31484910b3d7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L","Granularity guidance":"AGG","Training Dataset":"SBD"}. This record does not assert independent reproduction. ### SAM IoU@1: 56. Result ID: 6992aed53a6c31484910b3d3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L","Best matching selection":true,"Training Dataset":"SA-1B"}. This record does not assert independent reproduction. ### SAM IoU@1: 55. Result ID: 6992aed53a6c31484910b3d1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B","Best matching selection":true,"Training Dataset":"SA-1B"}. This record does not assert independent reproduction. ### GraCo IoU@1: 55. Result ID: 6992aed53a6c31484910b3d5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B","Granularity guidance":"AGG","Training Dataset":"SBD"}. This record does not assert independent reproduction. ### GraCo IoU@1: 55. Result ID: 6992aed53a6c31484910b3d6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L","Granularity guidance":"GT","Training Dataset":"SBD"}. This record does not assert independent reproduction. ### SimpleClick IoU@1: 54. Result ID: 6992aed53a6c31484910b3cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L","Fine-tuning utilizing part annotation":true,"Training Dataset":"SBD"}. This record does not assert independent reproduction. ### GraCo IoU@1: 53. Result ID: 6992aed53a6c31484910b3d4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B","Granularity guidance":"GT","Training Dataset":"SBD"}. This record does not assert independent reproduction. ### SimpleClick IoU@1: 49. Result ID: 6992aed53a6c31484910b3cd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B","Fine-tuning utilizing part annotation":true,"Training Dataset":"SBD"}. This record does not assert independent reproduction. ### SAM IoU@1: 42. Result ID: 6992aed53a6c31484910b3d0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B","Best matching selection":false,"Training Dataset":"SA-1B"}. This record does not assert independent reproduction. ### SAM IoU@1: 42. Result ID: 6992aed53a6c31484910b3d2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L","Best matching selection":false,"Training Dataset":"SA-1B"}. This record does not assert independent reproduction. ### SimpleClick IoU@1: 30. Result ID: 6992aed53a6c31484910b3ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L","Fine-tuning utilizing part annotation":false,"Training Dataset":"SBD"}. This record does not assert independent reproduction. ### SimpleClick IoU@1: 20. Result ID: 6992aed53a6c31484910b3cc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B","Fine-tuning utilizing part annotation":false,"Training Dataset":"SBD"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.