Animal Pose Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
AP-10K (test)	ViTPose++-H	mAP82.4	55	1mo ago
AP-10K (val)	ViTPose++	AP80.4	17	1mo ago
APT-36K (val)	ViTPose++-H	AP82.3	14	1mo ago
Tri-Mouse (test)	BUCTD-CoAM-W48	AP99.1	12	1mo ago
SchoolingFish (test)	HRNet-W48	AP89.1	12	1mo ago
Marmosets (test)	BUCTD-CoAM-W48	AP93.7	12	1mo ago
TigDog	MDAM-MT	Horse PCK@0.0579.5	7	1mo ago
TigDog Tiger (test)	MDAM	PCK@0.05 (Eye)97.01	7	1mo ago
TigDog Horse (test)	MDAM	PCK@0.05 (Eye)91.05	7	1mo ago
MOUNT-Cattle + NWAFU-Cattle	FSMC-Pose	FLOPs (G)0.354	5	1mo ago
Animal-Pose (test)	CLAMP	AP74.3	5	1mo ago
AP-10K 20-shot 1.0 (test)	CLAMP	AP61.2	5	1mo ago
AnimalKingdom (test)	PPAP	PCK@0.05 (P1-All)68.4	4	1mo ago
AnimalKingdom Reptiles Amphibians 1.0 (train test)	PPAP	PCK@0.0521.8	4	1mo ago
AnimalKingdom Mammals Amphibians 1.0 (train test)	PPAP	PCK@0.0516.5	4	1mo ago
AnimalKingdom Fishes Birds 1.0 (train test)	PPAP	PCK@0.0512	4	1mo ago
AP-10K Equidae 1.0 (test)	CLAMP	AP46.6	4	1mo ago
AP-10K Gorilla	Transfer	mAP66.2	4	1mo ago
AP-10K Chimpanzee	Transfer	mAP0.55	4	1mo ago
AP-10K Zebra	Transfer	mAP70.8	4	1mo ago
AP-10K Horse	ScarceNet	mAP74.9	4	1mo ago
AP-10K Moose	Transfer	mAP72.6	4	1mo ago
AP-10K Deer	ScarceNet	mAP76.7	4	1mo ago
APT-36K (test)	PoseBH	AP87.2	3	1mo ago
VisDA Tiger 2019	MDAM	PCK@0.05 Visible Kpts (Sketch)60.85	3	1mo ago

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