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Disentanglement Analysis on MPI3D complex

0.507DCI Score

OmniPrism

Updated 6d ago

Evaluation Results

Method	Links
OmniPrism 2024.12		0.507	-	-	-	-	-	-	-
OmniPrism 2024.12		0.507	-	-	-	-	-	-	-
SSR-Encoder 2024.12		0.429	-	-	-	-	-	-	-
SSR-Encoder 2024.12		0.429	-	-	-	-	-	-	-
IP-Adapter 2024.12		0.422	-	-	-	-	-	-	-
MS-Diffusion 2024.12		0.422	-	-	-	-	-	-	-
IP-Adapter 2024.12		0.422	-	-	-	-	-	-	-
MS-Diffusion 2024.12		0.422	-	-	-	-	-	-	-
Yao et al. 2024.12		0.42	-	-	-	-	-	-	-
Yao et al. 2024.12		0.42	-	-	-	-	-	-	-
BLIP-Diffusion 2024.12		0.358	-	-	-	-	-	-	-
BLIP-Diffusion 2024.12		0.358	-	-	-	-	-	-	-
DEADiff 2024.12		0.336	-	-	-	-	-	-	-
DEADiff 2024.12		0.336	-	-	-	-	-	-	-
AnnealedVAE 2023.11		-	21.08	21.27	57.73	31.37	0.952	39.71	0.077
FactorVAE 2023.11		-	37.5	48.55	68.12	32.93	0.966	36.27	0.067
DIP-VAE (I) 2023.11		-	58.49	51.67	76.64	35.14	0.98	23.5	0.042
DIP-VAE (II) 2023.11		-	35	40.21	72.3	35.03	0.979	27.44	0.045
β-VAE 2023.11		-	51.82	50.7	74.47	35.58	0.982	22.78	0.039
β-TCVAE 2023.11		-	42.99	46.39	74.26	35.42	0.981	24.9	0.042
SODA 2023.11		-	86.55	56.6	77.43	44.23	0.998	0.47	0.007
SODA 2023.11		-	89.76	56.98	78.22	43.18	0.997	0.44	0.006