Domain Generalization on ImageNet Sketch, R, A V2 benchmark leaderboard · SOTA2 Research

Domain Generalization on ImageNet Sketch, R, A V2

65.47Accuracy (V2)A3B2

Evaluation Results

Method
A3B22026.05	65.47	49.13	76.91	51.75	60.81	72.52
MMA2026.05	65.23	48.09	75.43	48.07	59.21	72.45
MaPLe2026.05	64.69	48.91	76.47	49.26	59.83	71.91
MMRL++2026.05	64.61	48.95	76.52	48.69	59.69	71.97
CoOp2026.05	64.52	49.02	76.69	51.29	60.38	71.3
MMRL2026.05	64.35	48.7	76.4	48.82	59.57	72.1
KgCoOp2026.05	64.33	48.97	76.6	51.41	60.33	71.12
TCP2026.05	63.6	48.74	76.7	50.5	59.89	70.36
Linear Probe with PCA and FastICA2024.02	40.66	26.67	49.69	31.48	37.13	—
Linear Probe with FastICA2024.02	39.38	22.55	45.33	30.47	34.43	—
Linear Probe2024.02	38.11	22.06	43.86	25.99	32.51	—
Linear Probe with FastICA2024.02	33.97	16.54	34.79	15.72	25.26	—
Linear Probe with PCA and FastICA2024.02	33.58	17.93	35.48	14.2	25.29	—
Linear Probe with PCA and FastICA2024.02	33.44	19.02	36.98	14.69	26.03	—
Linear Probe with FastICA2024.02	33.15	13.49	30.29	14.77	22.93	—
Linear Probe2024.02	32	16.17	33.67	12.88	23.68	—
Linear Probe2024.02	31.45	13.71	31.09	11.85	20.03	—
Linear Probe with FastICA2024.02	28.74	8.37	21.72	10.15	17.25	—
Linear Probe with PCA and FastICA2024.02	28.68	11.55	25.57	10.15	18.99	—
Linear Probe2024.02	26.48	8.41	20.74	7.44	15.77	—