Accuracy: 64RMSE: 2.3
Papers with Code · CC BY-SA 4.0
Object Counting
The goal of Object Counting task is to count the number of object instances in a single image or video sequence. It has many real-world applications such as traffic flow monitoring, crowdedness estimation, and product counting.
<span class="description-source">Source: Learning to Count Objects with Few Exemplar Annotations </span>
논문
mRMSE: 0.42
Accuracy: 77.1
Accuracy: 60.3RMSE: 2.35
mRMSE: 0.29
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models
Accuracy: 76.6
m-reIRMSE-nz: 0.61m-relRMSE: 0.17mRMSE: 0.31mRMSE-nz: 1.20
MAE(val): 9.52RMSE(val): 43.00MAE(test): 7.91RMSE(test): 54.28
MAE(val): 7.1RMSE(val): 26.08MAE(test): 5.74RMSE(test): 24.09
MAE(val): 8.91RMSE(val): 28.08MAE(test): 8.66RMSE(test): 32.36
mRMSE: 0.0023mRMSE-nz: 0.009
MAE: 2.1MSE: 2.6
mRMSE: 0.0084