Image Classification on Office-Home v1.0 (train test) benchmark leaderboard · SOTA2 Research

Image Classification on Office-Home v1.0 (train test)

70.6Accuracy (Ar -> Cl)DIFO-C-B32

Evaluation Results

Method	Links
DIFO-C-B322026.01		70.6	90.6	88.8	82.5	90.6	88.9	80.9	70.1	88.9	83.4	70.5	91.2	70.1	91.2	83.1
Multiview Image Transformation and Latent Space Consistency2026.01		67.7	92.4	90.1	85.2	89.7	89.9	81.2	75.2	90.7	81.4	69.5	94.5	67.7	94.5	84
AR2026.05		67.4	85.3	90	77.3	70.6	85.2	79	64.8	89.5	80.4	66.2	86.4	—	—	78.3
m-POT2026.05		64.6	80.6	87.2	76.4	77.6	83.6	77.1	63.7	87.6	81.4	68.5	87.4	—	—	78
ReOT2026.05		63.7	87.4	92.3	74.2	81.4	87.1	79.2	60.8	88	79.2	62.8	88.5	—	—	78.7
PLUE2026.01		63.4	83.3	85.8	73.8	83.4	85.6	74.2	63.4	86	80.4	68.3	87.2	63.4	87.2	77.6
RAN2026.05		63.3	83.1	89	75	74.5	82.9	78	61.2	86.7	79.9	63.5	85	—	—	76.8
PLSC2026.05		63.2	85.7	91.6	72.1	80.2	82.7	78.7	56.1	86	76.6	58.9	87.6	—	—	76.6
DIFO-C-RN2026.01		62.6	87.3	87.1	79.5	86.9	88.1	78.6	66.2	88.9	82.8	63.3	87.7	62.6	88.9	79.5
SAN++2026.05		61.3	81.6	88.6	72.8	76.4	81.9	74.5	57.7	87.2	79.7	63.8	86.1	—	—	76
SLM2026.05		61.1	84	91.4	76.5	75	81.8	74.6	55.6	87.8	82.3	57.8	83.5	—	—	76
IDSP2026.05		60.8	80.8	87.3	69.3	76	80.2	74.7	59.2	85.3	77.8	61.3	85.7	—	—	74.9
BA3US2026.05		60.6	83.2	88.4	71.8	72.8	83.4	75.5	61.6	86.5	79.3	62.8	86.1	—	—	76
TPDS2026.01		59.3	80.3	82.1	70.6	79.4	80.9	69.8	56.8	82.1	74.5	61.2	85.3	59.3	85.3	73.5
ETN2026.05		59.2	77	79.5	62.9	65.7	75	68.3	55.4	84.4	75.7	57.7	84.5	—	—	70.5
DMP2026.05		59	81.2	86.3	68.1	72.8	78.8	71.2	57.6	84.9	77.3	61.5	82.9	—	—	73.5
SAFN2026.05		58.9	76.3	81.4	70.4	73	77.8	72.4	55.3	80.4	75.8	60.4	79.9	—	—	71.8
SCLIM2026.01		58.4	79.7	83.6	67.3	81.2	82.5	70.8	59.5	84.2	76.8	64.8	86.3	58.4	86.3	74.2
MUL2026.05		57.4	88.7	90.8	71	80.4	82.1	77.9	59.8	91.2	83.5	58.1	87.7	—	—	77.4
ELR2026.01		57.1	79.9	83.4	67.6	82	82.9	70.6	58.6	83.4	76.3	65.2	85.4	57.1	85.4	73.7
SHOT2026.01		56.7	77.7	84.6	63.2	78.8	79.4	67.9	54.5	82.3	74.2	66.8	82.8	54.5	82.8	72.3
NRC2026.01		56.6	82.2	84.3	66.6	82.4	83.6	69.3	58.4	83.6	76.8	65.3	85.2	56.6	85.2	74
DRCN2026.05		54	76.4	83	62.1	64.5	71	70.8	49.8	80.5	77.5	59.1	79.9	—	—	69
IWAN2026.05		53.9	54.5	78.1	61.3	48	63.3	54.2	52	81.3	76.5	56.8	82.9	—	—	63.6
HAFN2026.05		53.4	72.7	80.8	64.2	65.3	71.1	66.1	51.6	78.3	72.5	55.3	79	—	—	67.5
PADA2026.05		52	67	78.7	52.2	53.8	59	52.6	43.2	78.8	73.7	56.6	77.1	—	—	62.1
DeepOPA2026.05		51.1	65.9	76.4	65	65.76	72.8	64.2	49.3	74.6	70.4	54.9	77.3	—	—	65.6
DANN2026.05		43.8	67.9	77.5	63.7	59	67.6	56.8	37.1	76.4	69.2	44.3	77.5	—	—	61.7