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

Out-of-Distribution Detection on ATIS IND Movie OOD

1.85EERDRM+L-Mahalanobis

Evaluation Results

Method	Links
DRM+L-Mahalanobis2021.06		1.85	0	1.23	99.78	99.97	98.22
DRM+L-Mahalanobis2021.06		3.36	1.01	2.85	99.53	99.92	97.38
Mahalanobis2021.06		3.41	2.35	3.02	99.43	99.89	97.27
En-AE2021.06		3.69	0.35	1.97	99.63	98.72	97.93
Mahalanobis2021.06		6.48	11.64	5.04	98.72	99.71	95.45
En-AE2021.06		7.28	16.05	4.46	93.56	99.58	76.13
G-ODIN2021.06		9.97	17.76	8.98	96.85	99.59	85.9
ODIN2021.06		10.08	18.52	9.37	96.73	99.58	84.88
Entropy2021.06		10.12	17.59	9.38	96.68	99.57	85.02
Confidence2021.06		10.19	17.59	9.33	96.62	99.56	84.27
En-ConGAN2021.06		15.12	14.35	7.56	57.44	88.23	17.56
Confidence2021.06		16.7	47.94	15.15	91.99	98.5	67.58
Entropy2021.06		17.26	44.24	16.12	92.14	98.5	70.87
G-ODIN2021.06		18.23	36.42	17.27	91.97	98.34	72.07
ODIN2021.06		18.95	39.91	18.38	91.4	98.29	71.62
En-ConGAN2021.06		23.28	93.77	16.03	79.32	58.36	89.14