Source-Free Domain Adaptation on DomainNet-126 (test) benchmark leaderboard · SOTA2 Research

Source-Free Domain Adaptation on DomainNet-126 (test)

83.2C->P AccuracyProDe-V

Evaluation Results

Method	Links
ProDe-V2024.06		83.2	92.4	79	85	92.3	79.3	85.5	83.1	79.1	85.5	83.4	92.4	85
ProDe-R2024.06		79.3	91	75.3	80	90.9	75.6	80.4	78.9	75.4	80.4	79.2	91	81.5
DAMP-R2024.06		76.7	88.5	71.7	74.2	88.7	70.8	74.4	75.7	70.5	74.9	76.1	88.2	77.5
DIFO-V2024.06		76.6	87.2	74.9	80	87.4	75.6	80.8	77.3	75.5	80.5	76.7	87.3	80
DIFO-R2024.06		73.8	89	69.4	74	88.7	70.1	74.8	74.6	69.6	74.7	74.3	88	76.7
DAPL-R2024.06		72.4	87.6	65.9	72.7	87.6	65.6	73.2	72.4	66.2	73.8	72.9	87.8	74.8
ADCLIP-R2024.06		71.7	88.1	66	73.2	86.9	65.2	73.6	73	68.4	72.3	74.2	89.3	75.2
COWA2024.06		64.6	80.6	60.6	66.2	79.8	60.8	69	67.2	60	69	65.8	79.9	68.6
SHOT2024.06		63.5	78.2	59.5	67.9	81.3	61.7	67.7	67.6	57.8	70.2	64	78	68.1
TPDS2024.06		62.9	77.1	59.8	65.6	79	61.5	66.4	67	58.2	68.6	64.3	75.3	67.1
NRC2024.06		62.6	77.1	58.3	62.9	81.3	60.7	64.7	69.4	58.7	69.4	65.8	78.7	67.5
GKD2024.06		61.4	77.4	60.3	69.6	81.4	63.2	68.3	68.4	59.5	71.5	65.2	77.6	68.7
AdaCon2024.06		60.8	74.8	55.9	62.2	78.3	58.2	63.1	68.1	55.6	67.1	66	75.4	65.4
PLUE2024.06		59.8	74	56	61.6	78.5	57.9	61.6	65.9	53.8	67.5	64.3	76	64.7
Source2024.06		44.6	59.8	47.5	53.3	75.3	46.2	55.3	62.7	46.4	55.1	50.7	59.5	54.7