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Quad

Benchmarks

Task NameDataset NameSOTA ResultTrend
Reconstructionquad dependent 1.0 (test)
Recon Score2.455
9
Concept Compositionquad dependent 1.0 (test)
Compo Score37.7
9
Concept Learningquad dependent 1.0 (test)
Concept Score37.5
9
Reconstructionquad independent 1.0 (test)
Recon2.048
9
Concept Compositionquad independent 1.0 (test)
Composition Score0.355
9
Concept Learningquad independent 1.0 (test)
Concept Score33.5
9
View SynthesisQuad 6k
PSNR18.13
6
Optimal TransportQuad (Quadratic potential synthetic data)
Epsilon Mu (f_i0)0.014
4
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