ML Research Wiki / Benchmarks / Pose Estimation / AIC

AIC

Pose Estimation Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: AP

Top Performing Models

Rank Model Paper AP Date Code
1 Hulk(Finetune, ViT-L) Hulk: A Universal Knowledge Translator for Human-Centric Tasks 37.10 2023-12-04 📦 opengvlab/humanbench 📦 opengvlab/hulk
2 Hulk(Finetune, ViT-B) Hulk: A Universal Knowledge Translator for Human-Centric Tasks 35.60 2023-12-04 📦 opengvlab/humanbench 📦 opengvlab/hulk
3 HRFormer (HRFomer-B) HRFormer: High-Resolution Transformer for Dense Prediction 34.40 2021-10-18 📦 HRNet/HRFormer
4 UniHCP (finetune) UniHCP: A Unified Model for Human-Centric Perceptions 33.60 2023-03-06 📦 opengvlab/unihcp
5 HRNet (HRNet-w48 ) Deep High-Resolution Representation Learning for Human Pose Estimation 33.50 2019-02-25 📦 open-mmlab/mmdetection 📦 PaddlePaddle/PaddleDetection 📦 open-mmlab/mmpose
6 HRNet (HRNet-w32) Deep High-Resolution Representation Learning for Human Pose Estimation 32.30 2019-02-25 📦 open-mmlab/mmdetection 📦 PaddlePaddle/PaddleDetection 📦 open-mmlab/mmpose
7 HRFormer (HRFomer-S) HRFormer: High-Resolution Transformer for Dense Prediction 31.60 2021-10-18 📦 HRNet/HRFormer
8 SimpleBaseline (ResNet-152) Simple Baselines for Human Pose Estimation and Tracking 29.90 2018-04-17 📦 PaddlePaddle/PaddleDetection 📦 open-mmlab/mmpose 📦 osmr/imgclsmob
9 SimpleBaseline (ResNet-101) Simple Baselines for Human Pose Estimation and Tracking 29.40 2018-04-17 📦 PaddlePaddle/PaddleDetection 📦 open-mmlab/mmpose 📦 osmr/imgclsmob
10 SimpleBaseline (ResNet-50) Simple Baselines for Human Pose Estimation and Tracking 28.00 2018-04-17 📦 PaddlePaddle/PaddleDetection 📦 open-mmlab/mmpose 📦 osmr/imgclsmob

All Papers (10)