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Domain Generalization on DomainBed (OH, TI, VLCS, PACS, DN) (test)

87.38Accuracy (OH)

VL2V-SD

Updated 1mo ago

Evaluation Results

Method
VL2V-SD 2023.10	87.38	58.54	83.25	96.68	62.79	89.99	77.73
WiSE-FT 2023.10	86.32	54.5	82.88	97.29	58.01	88.35	75.8
VL2V-ADiP 2023.10	85.74	55.43	81.9	94.94	59.38	89.02	75.48
MIRO 2023.10	84.8	59.3	82.3	96.44	60.47	91	76.66
VL2V-ADiP 2023.10	84.56	49.99	81.53	93.41	56.82	88.74	73.26
DART 2023.10	83.75	49.68	77.29	90.55	58.05	88.54	71.86
RISE 2023.10	83.48	52.55	83.7	93.54	56.58	88.91	73.97
SAGM 2023.10	83.4	58.64	82.05	94.31	59.05	89.74	75.49
CLIPood 2023.10	83.31	46.28	77.19	93.16	57.78	89.9	71.55
ERM FFT 2023.10	83.22	50.05	80.33	90.28	56.1	89.31	72
FLYP 2023.10	82.76	33.25	66.64	78.53	57.41	78.94	63.72
KD 2023.10	82.73	48.4	80.48	91.46	56.11	89.2	71.84
DART 2023.10	82.56	50.7	79.7	89.76	56.13	89.99	71.77
Zero-shot 2023.10	82.4	34.1	82.3	96.5	57.7	-	70.6
SAGM 2023.10	82.22	53.24	79.6	90.02	55.66	89.22	72.15
LP-FT 2023.10	81.55	51.61	80.17	91.2	56.03	90.03	72.11
LP-FT 2023.10	81.17	47.26	80.88	92.92	57.04	88.97	71.85
SWAD 2023.10	81.01	42.92	79.13	91.35	57.92	89.05	70.47
DART 2023.10	80.93	51.24	80.38	93.43	59.32	89.25	73.06
SAGM 2023.10	80.87	52.38	79.53	87.29	54.04	88.88	73.83
RISE 2023.10	80.34	44.64	84.15	90.99	53.29	87.42	73.47
MIRO 2023.10	80.09	50.29	81.1	89.5	55.75	88.71	71.35
RISE 2023.10	78.39	49.61	80.62	93.25	55.37	87.91	71.45
ERM FFT 2023.10	78.03	42.53	78.13	85.32	50.84	86.9	66.97
KD 2023.10	77.62	38.66	79.73	84.87	50.73	87.04	66.32
SimKD 2023.10	76.89	26.32	80.16	85.66	48.45	68.31	64.3
LP-FT 2023.10	75.23	44.05	76.51	85.08	51.1	87.59	66.4
MIRO 2023.10	74.88	44.52	80.39	81.53	49.95	86.56	66.25
ERM-LP 2023.10	71.48	31.35	77.52	67.02	36.65	73.99	56.81
ERM-LP 2023.10	71.45	31.8	77.77	67.52	36.66	74.25	57.04
Text2Concept 2023.10	70.57	26.86	79.03	66.1	23.29	53.22	53.17
Text2Concept 2023.10	70.24	26.46	64.77	79.03	23.26	53.15	52.82
SimKD 2023.10	66.76	81.01	83.92	28.24	49.42	68.24	61.87