# Co-localization on Object Discovery ImageNet-disjoint categories (test) Source: [Co-localization on Object Discovery ImageNet-disjoint categories (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:07.880Z Evaluation of Co-localization performance on the test split of the Object Discovery ImageNet-disjoint categories dataset, measured using CorLoc (Mean) and category-specific scores. 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-localization | | Dataset (including any stated split) | Object Discovery ImageNet-disjoint categories (test) | | Metric | Chipmunk | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [Chipmunk](): Higher is better; unit: PERCENT. - [CorLoc (Mean)](): Higher is better; unit: PERCENT. - [Rhino](): Higher is better; unit: PERCENT. - [Stoat](): Higher is better; unit: PERCENT. - [Racoon](): Higher is better; unit: PERCENT. - [Rake](): Higher is better; unit: PERCENT. - [Wheelchair](): Higher is better; unit: PERCENT. ## Recorded results | Method | Chipmunk | Result date | Report paper | | --- | --- | --- | --- | | DDT+ | 72.8 | Not recorded | 68fa637f1e209131ce9feefa | | Category-Consistent CNN Features | 72.33 | Not recorded | 68fa65c51e209131cea0c606 | | DDT | 70.3 | Not recorded | 68fa637f1e209131ce9feefa | | Li et al (2016) | 44.9 | Not recorded | 68fa637f1e209131ce9feefa | | Li et al. | 44 | Not recorded | 68fa65c51e209131cea0c606 | | SCDA | 32.3 | Not recorded | 68fa637f1e209131ce9feefa | | Cho et al (2015) | 26.6 | Not recorded | 68fa637f1e209131ce9feefa | | Deselaers et al. | 26.6 | Not recorded | 68fa65c51e209131cea0c606 | ### DDT+ Chipmunk: 72.8. Result ID: 698bf5d2f729bc7f68e6e7aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Category-Consistent CNN Features Chipmunk: 72.33. Result ID: 698cc8c38b517eb4331cb566. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training":"unsupervised"}. This record does not assert independent reproduction. ### DDT Chipmunk: 70.3. Result ID: 698bf5d2f729bc7f68e6e7a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Li et al (2016) Chipmunk: 44.9. Result ID: 698bf5d2f729bc7f68e6e7a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Li et al. Chipmunk: 44. Result ID: 698cc8c38b517eb4331cb565. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SCDA Chipmunk: 32.3. Result ID: 698bf5d2f729bc7f68e6e7a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Cho et al (2015) Chipmunk: 26.6. Result ID: 698bf5d2f729bc7f68e6e7a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Deselaers et al. Chipmunk: 26.6. Result ID: 698cc8c38b517eb4331cb564. [Reporting paper]() [Method origin 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.