# Animal Pose Estimation on Marmosets (test) Source: [Animal Pose Estimation on Marmosets (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:22:36.819Z Evaluation of Animal Pose Estimation performance on the Marmosets test split, reporting Average Precision (AP) 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 | Animal Pose Estimation | | Dataset (including any stated split) | Marmosets (test) | | Metric | AP | | 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 - [AP](): Higher is better; unit: PERCENT. - [AP (Large)](): Higher is better; unit: PERCENT. - [AP (Medium)](): Higher is better; unit: PERCENT. - [AP (Heavy)](): Higher is better; unit: PERCENT. ## Recorded results | Method | AP | Result date | Report paper | | --- | --- | --- | --- | | BUCTD-CoAM-W48 | 93.7 | Not recorded | 68fa5f511e209131ce9e8f68 | | BUCTD-preNet-W48 | 93.3 | Not recorded | 68fa5f511e209131ce9e8f68 | | PETR | 93.2 | Not recorded | 68fa5f511e209131ce9e8f68 | | CID-W32 | 92.5 | Not recorded | 68fa5f511e209131ce9e8f68 | | HRNet-W48 | 91.6 | Not recorded | 68fa5f511e209131ce9e8f68 | | BUCTD-CoAM-W48 | 91.6 | Not recorded | 68fa5f511e209131ce9e8f68 | | HRNet-W48 | 91 | Not recorded | 68fa5f511e209131ce9e8f68 | | BUCTD-preNet-W48 | 90.4 | Not recorded | 68fa5f511e209131ce9e8f68 | | DLCRNet | 80.1 | Not recorded | 68fa5f511e209131ce9e8f68 | | HRNet-AE | 65.1 | Not recorded | 68fa5f511e209131ce9e8f68 | | DEKR | 61.4 | Not recorded | 68fa5f511e209131ce9e8f68 | | ResNet-AE | 45 | Not recorded | 68fa5f511e209131ce9e8f68 | ### BUCTD-CoAM-W48 AP: 93.7. Result ID: 698bc2807a967eddb7712614. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Hybrid","Condition Source":"PETR","Sampling":"Empirical","Backbone":"W48"}. This record does not assert independent reproduction. ### BUCTD-preNet-W48 AP: 93.3. Result ID: 698bc2807a967eddb7712613. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Hybrid","Condition Source":"CID-W32","Sampling":"Empirical","Backbone":"W48"}. This record does not assert independent reproduction. ### PETR AP: 93.2. Result ID: 698bc2807a967eddb771260f. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Bottom-up"}. This record does not assert independent reproduction. ### CID-W32 AP: 92.5. Result ID: 698bc2807a967eddb771260d. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Bottom-up","Backbone":"W32"}. This record does not assert independent reproduction. ### HRNet-W48 AP: 91.6. Result ID: 698bc2807a967eddb7712611. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Top-down","Detector":"Faster R-CNN","Backbone":"W48"}. This record does not assert independent reproduction. ### BUCTD-CoAM-W48 AP: 91.6. Result ID: 698bc2807a967eddb7712615. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Hybrid","Condition Source":"DLCRNet","Sampling":"Generative (sigma)","Backbone":"W48"}. This record does not assert independent reproduction. ### HRNet-W48 AP: 91. Result ID: 698bc2807a967eddb7712610. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Top-down","Detector":"YOLOv3","Backbone":"W48"}. This record does not assert independent reproduction. ### BUCTD-preNet-W48 AP: 90.4. Result ID: 698bc2807a967eddb7712612. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Hybrid","Condition Source":"DLCRNet","Sampling":"Empirical","Backbone":"W48"}. This record does not assert independent reproduction. ### DLCRNet AP: 80.1. Result ID: 698bc2807a967eddb771260c. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Bottom-up"}. This record does not assert independent reproduction. ### HRNet-AE AP: 65.1. Result ID: 698bc2807a967eddb771260b. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Bottom-up","Backbone":"HRNet"}. This record does not assert independent reproduction. ### DEKR AP: 61.4. Result ID: 698bc2807a967eddb771260e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Bottom-up"}. This record does not assert independent reproduction. ### ResNet-AE AP: 45. Result ID: 698bc2807a967eddb771260a. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Bottom-up","Backbone":"ResNet"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.