Submission #20

Metadata

Name: DepthPro

Paper Name: Depth Pro: Sharp Monocular Metric Depth in Less Than a Second

Website: https://machinelearning.apple.com/research/depth-pro

Paper: https://arxiv.org/pdf/2410.02073

Metrics

Metric	Value
d_1.05	0.182310
d_1.15	0.488849
d_1.25 & d₁	0.665051
d₂	0.905706
d₃	0.948860
AbsRel	0.200530
SqRel	0.286927
MSE	2.019846
RMSE	0.812275
RMSE_log	0.242125
Log10	0.092443
SILog	0.193099

Visualizations

Sample 4 Pred Depth visualizations/sample_0004/zedd_eval_sample_0004_pred_depth.jpg

Sample 4 Error Map visualizations/sample_0004/zedd_eval_sample_0004_error_map.jpg

Sample 5 Pred Depth visualizations/sample_0005/zedd_eval_sample_0005_pred_depth.jpg

Sample 5 Error Map visualizations/sample_0005/zedd_eval_sample_0005_error_map.jpg

Sample 10 Pred Depth visualizations/sample_0010/zedd_eval_sample_0010_pred_depth.jpg

Sample 10 Error Map visualizations/sample_0010/zedd_eval_sample_0010_error_map.jpg

Sample 20 Pred Depth visualizations/sample_0020/zedd_eval_sample_0020_pred_depth.jpg

Sample 20 Error Map visualizations/sample_0020/zedd_eval_sample_0020_error_map.jpg

Sample 29 Pred Depth visualizations/sample_0029/zedd_eval_sample_0029_pred_depth.jpg

Sample 29 Error Map visualizations/sample_0029/zedd_eval_sample_0029_error_map.jpg

Sample 33 Pred Depth visualizations/sample_0033/zedd_eval_sample_0033_pred_depth.jpg

Sample 33 Error Map visualizations/sample_0033/zedd_eval_sample_0033_error_map.jpg

Sample 34 Pred Depth visualizations/sample_0034/zedd_eval_sample_0034_pred_depth.jpg

Sample 34 Error Map visualizations/sample_0034/zedd_eval_sample_0034_error_map.jpg

Sample 40 Pred Depth visualizations/sample_0040/zedd_eval_sample_0040_pred_depth.jpg

Sample 40 Error Map visualizations/sample_0040/zedd_eval_sample_0040_error_map.jpg

Sample 45 Pred Depth visualizations/sample_0045/zedd_eval_sample_0045_pred_depth.jpg

Sample 45 Error Map visualizations/sample_0045/zedd_eval_sample_0045_error_map.jpg

Sample 50 Pred Depth visualizations/sample_0050/zedd_eval_sample_0050_pred_depth.jpg

Sample 50 Error Map visualizations/sample_0050/zedd_eval_sample_0050_error_map.jpg