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Marigold

Inactive
Backbone SD 2
Started Unknown
Status Quiet
Architecture Studio Not yet available

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Coverage
0 runs
3 dataset evals
0 arch files
References
Paper External Link

Run Timeline

Training Runs

0

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This model has no indexed training runs yet.

Evaluation Coverage

Dataset Evaluations

3
D Depth

real-drive-sim / marigold_inference_val

Open split
42 aggregate metrics
full primary split
Inspect aggregate metrics
Depth > Eval > Aligned > Depth Metrics > Absrel > Median
5.0737
Depth > Eval > Aligned > Depth Metrics > Absrel > P90
69.7851
Depth > Eval > Aligned > Depth Metrics > Rmse > Median
295.3603
Depth > Eval > Aligned > Depth Metrics > Rmse > P90
4756.3183
Depth > Eval > Aligned > Depth Metrics > Silog > Mean
1.2493
Depth > Eval > Aligned > Depth Metrics > Silog > Median
2.0172
Depth > Eval > Aligned > Depth Metrics > Silog > P90
4.2667
Depth > Eval > Aligned > Geometric Metrics > Depth Edge F1 > F1
0.2941
Depth > Eval > Aligned > Geometric Metrics > Depth Edge F1 > Precision
0.3419
Depth > Eval > Aligned > Geometric Metrics > Depth Edge F1 > Recall
0.2861
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Mean Angle
42.1610
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Median Angle
39.5537
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Percent Below 11 25
33.8828
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Percent Below 22 5
41.2766
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Percent Below 30
45.2636
Depth > Eval > Aligned > Image Quality > Fid
139.7827
Depth > Eval > Aligned > Image Quality > Kid Mean
0.1140
Depth > Eval > Aligned > Image Quality > Kid Std
1.748e-7
Depth > Eval > Aligned > Image Quality > Lpips
0.4567
Depth > Eval > Aligned > Image Quality > Psnr
20.0235
Depth > Eval > Aligned > Image Quality > Ssim
0.4629
Depth > Eval > Raw > Depth Metrics > Absrel > Median
0.9898
Depth > Eval > Raw > Depth Metrics > Absrel > P90
0.9981
Depth > Eval > Raw > Depth Metrics > Rmse > Median
20.0312
Depth > Eval > Raw > Depth Metrics > Rmse > P90
107.4965
Depth > Eval > Raw > Depth Metrics > Silog > Mean
1.3079
Depth > Eval > Raw > Depth Metrics > Silog > Median
4.5888
Depth > Eval > Raw > Depth Metrics > Silog > P90
6.2792
Depth > Eval > Raw > Geometric Metrics > Depth Edge F1 > F1
0.2483
Depth > Eval > Raw > Geometric Metrics > Depth Edge F1 > Precision
0.2658
Depth > Eval > Raw > Geometric Metrics > Depth Edge F1 > Recall
0.2591
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Mean Angle
10.9862
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Median Angle
1.7915
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Percent Below 11 25
81.7434
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Percent Below 22 5
87.2131
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Percent Below 30
88.9072
Depth > Eval > Raw > Image Quality > Fid
139.4429
Depth > Eval > Raw > Image Quality > Kid Mean
0.1142
Depth > Eval > Raw > Image Quality > Kid Std
2.064e-7
Depth > Eval > Raw > Image Quality > Lpips
0.4864
Depth > Eval > Raw > Image Quality > Psnr
18.9966
Depth > Eval > Raw > Image Quality > Ssim
0.7297
D Depth

VKITTI2 / marigold_depth_dehazed_by_mari

Open split
42 aggregate metrics
full primary split
Inspect aggregate metrics
Depth > Eval > Aligned > Depth Metrics > Absrel > Median
0.7216
Depth > Eval > Aligned > Depth Metrics > Absrel > P90
2.9993
Depth > Eval > Aligned > Depth Metrics > Rmse > Median
24.3771
Depth > Eval > Aligned > Depth Metrics > Rmse > P90
226.3747
Depth > Eval > Aligned > Depth Metrics > Silog > Mean
0.9401
Depth > Eval > Aligned > Depth Metrics > Silog > Median
0.7380
Depth > Eval > Aligned > Depth Metrics > Silog > P90
1.5498
Depth > Eval > Aligned > Geometric Metrics > Depth Edge F1 > F1
0.3318
Depth > Eval > Aligned > Geometric Metrics > Depth Edge F1 > Precision
0.3405
Depth > Eval > Aligned > Geometric Metrics > Depth Edge F1 > Recall
0.3694
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Mean Angle
32.0160
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Median Angle
23.8456
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Percent Below 11 25
28.7010
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Percent Below 22 5
48.0518
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Percent Below 30
58.1922
Depth > Eval > Aligned > Image Quality > Fid
169.7184
Depth > Eval > Aligned > Image Quality > Kid Mean
0.1284
Depth > Eval > Aligned > Image Quality > Kid Std
0.0010
Depth > Eval > Aligned > Image Quality > Lpips
0.5017
Depth > Eval > Aligned > Image Quality > Psnr
17.7714
Depth > Eval > Aligned > Image Quality > Ssim
0.6409
Depth > Eval > Raw > Depth Metrics > Absrel > Median
0.9884
Depth > Eval > Raw > Depth Metrics > Absrel > P90
0.9979
Depth > Eval > Raw > Depth Metrics > Rmse > Median
18.4408
Depth > Eval > Raw > Depth Metrics > Rmse > P90
118.7886
Depth > Eval > Raw > Depth Metrics > Silog > Mean
0.8246
Depth > Eval > Raw > Depth Metrics > Silog > Median
4.4577
Depth > Eval > Raw > Depth Metrics > Silog > P90
6.1443
Depth > Eval > Raw > Geometric Metrics > Depth Edge F1 > F1
0.4314
Depth > Eval > Raw > Geometric Metrics > Depth Edge F1 > Precision
0.5674
Depth > Eval > Raw > Geometric Metrics > Depth Edge F1 > Recall
0.3695
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Mean Angle
18.5578
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Median Angle
5.9554
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Percent Below 11 25
62.7619
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Percent Below 22 5
74.5547
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Percent Below 30
78.8115
Depth > Eval > Raw > Image Quality > Fid
169.6702
Depth > Eval > Raw > Image Quality > Kid Mean
0.1332
Depth > Eval > Raw > Image Quality > Kid Std
0.0011
Depth > Eval > Raw > Image Quality > Lpips
0.5204
Depth > Eval > Raw > Image Quality > Psnr
16.0397
Depth > Eval > Raw > Image Quality > Ssim
0.2104
D Depth

VKITTI2 / hazy_marigold_pred

Open split
42 aggregate metrics
full primary split
Inspect aggregate metrics
Depth > Eval > Aligned > Depth Metrics > Absrel > Median
0.7733
Depth > Eval > Aligned > Depth Metrics > Absrel > P90
3.1572
Depth > Eval > Aligned > Depth Metrics > Rmse > Median
27.1952
Depth > Eval > Aligned > Depth Metrics > Rmse > P90
216.5902
Depth > Eval > Aligned > Depth Metrics > Silog > Mean
0.9399
Depth > Eval > Aligned > Depth Metrics > Silog > Median
0.7716
Depth > Eval > Aligned > Depth Metrics > Silog > P90
1.5841
Depth > Eval > Aligned > Geometric Metrics > Depth Edge F1 > F1
0.3329
Depth > Eval > Aligned > Geometric Metrics > Depth Edge F1 > Precision
0.3377
Depth > Eval > Aligned > Geometric Metrics > Depth Edge F1 > Recall
0.3711
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Mean Angle
31.5809
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Median Angle
22.9723
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Percent Below 11 25
28.3981
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Percent Below 22 5
49.3079
Depth > Eval > Aligned > Geometric Metrics > Normal Consistency > Percent Below 30
59.1821
Depth > Eval > Aligned > Image Quality > Fid
171.5652
Depth > Eval > Aligned > Image Quality > Kid Mean
0.1259
Depth > Eval > Aligned > Image Quality > Kid Std
9.552e-4
Depth > Eval > Aligned > Image Quality > Lpips
0.5323
Depth > Eval > Aligned > Image Quality > Psnr
17.6541
Depth > Eval > Aligned > Image Quality > Ssim
0.6320
Depth > Eval > Raw > Depth Metrics > Absrel > Median
0.9868
Depth > Eval > Raw > Depth Metrics > Absrel > P90
0.9977
Depth > Eval > Raw > Depth Metrics > Rmse > Median
17.8487
Depth > Eval > Raw > Depth Metrics > Rmse > P90
116.4800
Depth > Eval > Raw > Depth Metrics > Silog > Mean
0.8643
Depth > Eval > Raw > Depth Metrics > Silog > Median
4.3241
Depth > Eval > Raw > Depth Metrics > Silog > P90
6.0621
Depth > Eval > Raw > Geometric Metrics > Depth Edge F1 > F1
0.4317
Depth > Eval > Raw > Geometric Metrics > Depth Edge F1 > Precision
0.5464
Depth > Eval > Raw > Geometric Metrics > Depth Edge F1 > Recall
0.3785
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Mean Angle
18.1678
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Median Angle
5.6455
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Percent Below 11 25
63.6450
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Percent Below 22 5
75.1506
Depth > Eval > Raw > Geometric Metrics > Normal Consistency > Percent Below 30
79.3054
Depth > Eval > Raw > Image Quality > Fid
170.7581
Depth > Eval > Raw > Image Quality > Kid Mean
0.1275
Depth > Eval > Raw > Image Quality > Kid Std
0.0011
Depth > Eval > Raw > Image Quality > Lpips
0.5532
Depth > Eval > Raw > Image Quality > Psnr
16.1449
Depth > Eval > Raw > Image Quality > Ssim
0.2197
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