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Benchmarks
Species Classification on iWildCam 2020
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26.5
Actual Error
GLK23
25.175
25.8375
26.5
27.1625
Dec 5, 2025
Actual Error
Error Bound (GLK23)
Error Bound (Ours)
Error Bound (RG23)
Disagreement Discrepancy (GLK23)
Disagreement Discrepancy (Ours)
Disagreement Discrepancy (RG23)
Updated 4d ago
Evaluation Results
Method
Method
Links
Actual Error
Error Bound (GLK23)
Error Bound (Ours)
Error Bound (RG23)
Disagreement Discrepancy (GLK23)
Disagreement Discrepancy (Ours)
Disagreement Discrepancy (RG23)
GLK23
Source=iwildcam2020, A...
2025.12
26.5
82.2
-
-
49.3
-
-
Consistent Disagreement Discrepancy Surrogate
Source=iwildcam2020, A...
2025.12
26.5
-
100
-
-
79
-
RG23
Source=iwildcam2020, A...
2025.12
26.5
-
-
100
-
-
72.6
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