Unsupervised Domain Adaptation on DomainNet 1.0 (test) benchmark leaderboard · SOTA2 Research

Unsupervised Domain Adaptation on DomainNet 1.0 (test)

0.8389R->C AccuracySentry

Evaluation Results

Method	Links
Sentry2023.11		0.8389	0.7672	0.7443	0.9061	0.7602	0.7947	0.9027	0.8291	0.756	0.9041	0.824	0.7398	0.8139
Ours+GSDE2023.11		0.8293	0.7916	0.8076	0.9192	0.7816	0.7998	0.9092	0.841	0.7916	0.903	0.8336	0.7607	0.8307
Ours (Baseline)2023.11		0.8072	0.7796	0.7971	0.9019	0.7561	0.7601	0.8926	0.8074	0.7697	0.8927	0.8265	0.7447	0.8113
InstaPBM2023.11		0.801	0.7587	0.7084	0.8967	0.7021	0.7276	0.896	0.7441	0.7219	0.87	0.7966	0.7175	0.7784
BIWAA-I2023.11		0.7993	0.7524	0.7535	0.8793	0.7207	0.7571	0.8887	0.7781	0.7666	0.8878	0.8049	0.7449	0.7944
COAL2023.11		0.7385	0.7537	0.705	0.8963	0.6998	0.7129	0.8981	0.6801	0.7049	0.8797	0.7321	0.7053	0.7589
UAN2023.11		0.711	0.689	0.671	0.8315	0.633	0.6466	0.8395	0.6535	0.6706	0.8222	0.7064	0.6809	0.7205
ETN2023.11		0.6922	0.7214	0.6363	0.8654	0.6533	0.6334	0.8504	0.6569	0.6878	0.8493	0.7217	0.6899	0.7399
BSP2023.11		0.6729	0.7347	0.6931	0.865	0.6752	0.709	0.8683	0.7033	0.6875	0.8434	0.724	0.7147	0.7409
MCD2023.11		0.6197	0.6933	0.5626	0.7978	0.5661	0.5366	0.8338	0.5831	0.6098	0.8174	0.5627	0.6678	0.6542
ResNet-502023.11		0.5884	0.6789	0.5308	0.767	0.5355	0.5306	0.8439	0.5555	0.6019	0.7462	0.546	0.5778	0.6252
BBSE2023.11		0.5538	0.6362	0.4744	0.6458	0.4218	0.4236	0.8155	0.4904	0.541	0.6854	0.4819	0.4607	0.5525