# Animal Pose Estimation on Tri-Mouse (test) Source: [Animal Pose Estimation on Tri-Mouse (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:22:36.858Z Evaluation of Animal Pose Estimation performance on the Tri-Mouse 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) | Tri-Mouse (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 (High)](): Higher is better; unit: PERCENT. ## Recorded results | Method | AP | Result date | Report paper | | --- | --- | --- | --- | | BUCTD-CoAM-W48 | 99.1 | Not recorded | 68fa5f511e209131ce9e8f68 | | BUCTD-preNet-W48 | 98.5 | Not recorded | 68fa5f511e209131ce9e8f68 | | DEKR | 97.2 | Not recorded | 68fa5f511e209131ce9e8f68 | | HRNet-W48 | 96 | Not recorded | 68fa5f511e209131ce9e8f68 | | DLCRNet | 95.8 | Not recorded | 68fa5f511e209131ce9e8f68 | | HRNet-W48 | 91.7 | Not recorded | 68fa5f511e209131ce9e8f68 | | BUCTD-preNet-W48 | 87.7 | Not recorded | 68fa5f511e209131ce9e8f68 | | CID-W32 | 86.8 | Not recorded | 68fa5f511e209131ce9e8f68 | | HRNet-AE | 83.9 | Not recorded | 68fa5f511e209131ce9e8f68 | | BUCTD-CoAM-W48 | 82.7 | Not recorded | 68fa5f511e209131ce9e8f68 | | PETR | 82.3 | Not recorded | 68fa5f511e209131ce9e8f68 | | ResNet-AE | 70.3 | Not recorded | 68fa5f511e209131ce9e8f68 | ### BUCTD-CoAM-W48 AP: 99.1. Result ID: 698bc2807a967eddb771262d. [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. ### BUCTD-preNet-W48 AP: 98.5. Result ID: 698bc2807a967eddb771262a. [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. ### DEKR AP: 97.2. Result ID: 698bc2807a967eddb7712626. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Bottom-up"}. This record does not assert independent reproduction. ### HRNet-W48 AP: 96. Result ID: 698bc2807a967eddb7712629. [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. ### DLCRNet AP: 95.8. Result ID: 698bc2807a967eddb7712624. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Bottom-up"}. This record does not assert independent reproduction. ### HRNet-W48 AP: 91.7. Result ID: 698bc2807a967eddb7712628. [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: 87.7. Result ID: 698bc2807a967eddb771262b. [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. ### CID-W32 AP: 86.8. Result ID: 698bc2807a967eddb7712625. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Bottom-up","Backbone":"W32"}. This record does not assert independent reproduction. ### HRNet-AE AP: 83.9. Result ID: 698bc2807a967eddb7712623. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Bottom-up","Backbone":"HRNet"}. This record does not assert independent reproduction. ### BUCTD-CoAM-W48 AP: 82.7. Result ID: 698bc2807a967eddb771262c. [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. ### PETR AP: 82.3. Result ID: 698bc2807a967eddb7712627. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Bottom-up"}. This record does not assert independent reproduction. ### ResNet-AE AP: 70.3. Result ID: 698bc2807a967eddb7712622. [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.