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Benchmarks
Image Classification on VLCS OOD accuracy
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99.5
Accuracy (C)
ERM
98.564
98.807
99.05
99.293
Apr 17, 2023
Accuracy (C)
Accuracy (L)
Accuracy (V)
Accuracy (S)
Average Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (C)
Accuracy (L)
Accuracy (V)
Accuracy (S)
Average Accuracy
ERM
Number of shots=10
2023.04
99.5
52.6
74.8
69.1
74
ERM
Number of shots=5
2023.04
99.4
50
71.9
65.3
71.7
Sparse and Shared Feature Activations
Number of shots=10
2023.04
99.1
65
74.4
70.8
77.3
ERM
Number of shots=1
2023.04
98.9
32.7
59.8
47.5
59.7
Sparse and Shared Feature Activations
Number of shots=5
2023.04
98.9
56
73.4
69.8
74.5
Sparse and Shared Feature Activations
Number of shots=1
2023.04
98.6
51
61.2
61.9
68.2
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