List your company

ResearchFormerly WizWand

Noisy Test-Time Adaptation on ImageNet-S

43.23Accuracy (iNaturalist, Severity S)DDE

Evaluation results

Method	Links
DDE2026.06		43.23	99.47	60.27	41.42	96.55	57.97	43.61	89.15	58.57	40.42	83.59	54.49	42.17	92.19	57.83
DMN2026.06		42.69	98.36	59.54	41.54	87.94	56.42	40.8	75.12	52.88	41.32	78.53	54.14	41.59	84.99	55.75
OODD2026.06		42.41	98.31	59.26	42.81	69.54	53	32.83	89.75	48.08	32.67	89.17	47.82	37.68	86.69	52.04
AdaND2026.06		40.97	93.54	56.98	40.25	85.06	54.64	38.31	74.43	50.58	39.6	79.57	52.88	39.78	83.15	53.77
AdaNeg2026.06		39.9	99.82	57.01	39.9	96.23	56.41	39.21	89.01	54.44	39.9	89.11	55.12	39.73	93.54	55.75
ZS-CLIP2026.06		34.17	83.46	48.49	33.46	81.2	47.39	32.61	75.57	45.56	33.4	77.1	46.61	33.41	79.33	47.01
TPT2026.06		32.16	86.52	46.89	31.55	83.86	45.85	30.74	77.39	44	31.56	80.05	45.27	31.5	81.95	45.5
Tent2026.06		30.46	26.86	28.55	36.57	71.82	48.46	36.63	66.63	47.06	36.87	70.32	48.38	35.07	58.91	43.11