Out-of-Distribution Detection on CLINC Movie IND OOD benchmark leaderboard · SOTA2 Research

Out-of-Distribution Detection on CLINC Movie IND OOD

3.7EERDRM+L-Mahalanobis

Evaluation Results

Method	Links
DRM+L-Mahalanobis2021.06		3.7	2.56	3.61	99.48	99.89	97.9
Mahalanobis2021.06		3.9	6.02	3.72	99.37	99.81	97.82
DRM+L-Mahalanobis2021.06		4.66	4.34	4.58	99.06	99.88	93.85
Mahalanobis2021.06		6.11	15.4	6.02	98.63	99.82	91.44
En-AE2021.06		13.7	43.42	11	94.57	98.91	77.12
En-AE2021.06		16.05	32.29	11.87	92.23	99.01	68.75
G-ODIN2021.06		18.61	34.19	18.15	91.86	98.21	78.98
Confidence2021.06		18.81	47.52	18.53	90.53	98.68	59.63
Entropy2021.06		19.12	34.64	18.25	91.79	98.11	78.66
Entropy2021.06		19.13	44.8	18.87	90.72	98.69	63.96
Confidence2021.06		19.22	36.81	18.51	91.65	98.11	76.78
G-ODIN2021.06		19.25	37.03	18.91	90.63	98.7	66.79
ODIN2021.06		19.42	34.43	18.24	91.34	97.96	78.56
ODIN2021.06		19.94	39.38	19.33	90.03	98.53	65.18
En-ConGAN2021.06		41.09	39.59	20.55	45.78	90.4	10.09
En-ConGAN2021.06		45.9	44.05	22.95	43.85	85.21	14.68