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

Out-of-Distribution Detection on Snips CLINC IND OOD

2.78EERDRM+L-Mahalanobis

Evaluation Results

Method	Links
DRM+L-Mahalanobis2021.06		2.78	2.78	3.16	98.53	99.76	87.02
DRM+L-Mahalanobis2021.06		3	1.95	2.63	98.9	98.15	99.24
En-AE2021.06		3.59	3.08	3.64	88.96	94.39	86.84
Mahalanobis2021.06		3.9	2.66	3.47	98.79	97.73	99.21
En-AE2021.06		4.4	4.18	4.25	98.56	97.41	98.12
G-ODIN2021.06		9.65	13.31	8.32	97.21	95.7	98.02
Confidence2021.06		9.91	14.94	9.18	96.09	94.78	97.21
ODIN2021.06		10.01	14.22	9.43	96.46	94.59	97.75
Entropy2021.06		10.21	14.54	9.25	96.32	94.9	97.53
Mahalanobis2021.06		11.11	5.58	10.21	95.61	99.22	76.61
G-ODIN2021.06		22.02	55.67	21.82	85.6	97.73	50.38
Confidence2021.06		22.22	51.85	19.34	87.44	97.67	55.16
Entropy2021.06		23.15	52.68	19.58	87.12	97.6	52.27
ODIN2021.06		23.15	58.33	23.01	83.58	96.63	47.36
En-ConGAN2021.06		54.22	99.1	37.32	45.64	30.03	52.59
En-ConGAN2021.06		54.5	99.16	42.61	39.03	37.15	51.23