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Submission #9

Metadata

Name: FOSSA-vits

Paper Name: Zero-Shot Depth from Defocus

Website: https://github.com/princeton-vl/FOSSA

Paper: https://arxiv.org/abs/2603.26658

Metrics

Metric Value
d1.05 0.450551
d1.15 0.803226
d1.25 & d1 0.884313
d2 0.957615
d3 0.982987
AbsRel 0.097731
SqRel 0.103556
MSE 0.661474
RMSE 0.533516
RMSE_log 0.141158
Log10 0.045167
SILog 0.128911

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