2D Pose Estimation on iRodent

Metric: Average mAP (higher is better)

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#	Model↕	Average mAP▼	Extra Data	Paper	Date↕	Code
1	fine-tuned HRNetw32 pretrained on SuperAnimal (1 fac of data)	72.971	Yes	SuperAnimal pretrained pose estimation models fo...	2022-03-14	Code
2	fine-tuned HRNetw32 pretrained on AP-10K (1 fac of data)	61.635	Yes	SuperAnimal pretrained pose estimation models fo...	2022-03-14	Code
3	fine-tuned HRNetw32 pretrained on SuperAnimal (0.01 fac of data)	60.853	Yes	SuperAnimal pretrained pose estimation models fo...	2022-03-14	Code
4	fine-tuned HRNetw32 pretrained on ImageNet	58.857	Yes	SuperAnimal pretrained pose estimation models fo...	2022-03-14	Code
5	zero-shot HRNet-w32 pretrained on SuperAnimal-Quadruped	58.557	Yes	SuperAnimal pretrained pose estimation models fo...	2022-03-14	Code
6	zero-shot AnimalTokenPose pretrained on AP-10K	55.415	Yes	SuperAnimal pretrained pose estimation models fo...	2022-03-14	Code
7	fine-tuned HRNetw32 pretrained on AP-10K (0.01 fac of data)	43.144	Yes	SuperAnimal pretrained pose estimation models fo...	2022-03-14	Code
8	zero-shot HRNet-w32 pretrained on AP-10K	40.389	Yes	SuperAnimal pretrained pose estimation models fo...	2022-03-14	Code

#1fine-tuned HRNetw32 pretrained on SuperAnimal (1 fac of data)SOTA
72.971
Average mAP· Extra Data· 2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis Code
#2fine-tuned HRNetw32 pretrained on AP-10K (1 fac of data)
61.635
Average mAP· Extra Data· 2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis Code
#3fine-tuned HRNetw32 pretrained on SuperAnimal (0.01 fac of data)
60.853
Average mAP· Extra Data· 2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis Code
#4fine-tuned HRNetw32 pretrained on ImageNet
58.857
Average mAP· Extra Data· 2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis Code
#5zero-shot HRNet-w32 pretrained on SuperAnimal-Quadruped
58.557
Average mAP· Extra Data· 2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis Code
#6zero-shot AnimalTokenPose pretrained on AP-10K
55.415
Average mAP· Extra Data· 2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis Code
#7fine-tuned HRNetw32 pretrained on AP-10K (0.01 fac of data)
43.144
Average mAP· Extra Data· 2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis Code
#8zero-shot HRNet-w32 pretrained on AP-10K
40.389
Average mAP· Extra Data· 2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis Code