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Papers Benchmarks Datasets Tasks

Broden dataset and benchmarks · SOTA2 Research

Research Datasets

Broden

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Concept Accuracy

Broden simplified (test)

79.07Concept Accuracy

63

Concept Attribution

Broden

99.23TCAV Score

18

Network Dissection

Broden

2Concept Detectors (Color)

12

Concept contribution evaluation

Broden

51.82ADP

6

Neuron Identification

Broden

70.5Accuracy

6

Neuron Interpretation

Broden

0.707CLIP Cosine Similarity

1

Popular tasks

Neuron Identification Concept Accuracy Concept Attribution Network Dissection Neuron Interpretation

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