Multi-Source Domain Adaptation on ImageCLEF benchmark leaderboard · SOTA2 Research

Multi-Source Domain Adaptation on ImageCLEF

98.3C ScoreFedDaDiL-E

Evaluation Results

Method	Links
FedDaDiL-E2026.05		98.3	69.2	93.3	81.6	85.6
FedDaDiL-R2026.05		98.3	69.2	95	80	85.6
De-FedDaDiL-E2026.05		98.3	70.8	98.3	79.2	86.6
De-FedDaDiL-R2026.05		98.3	70.8	98.3	79.2	86.6
FedDaDiL-E2026.05		98.3	69.2	93.3	81.6	85.6
FedDaDiL-R2026.05		98.3	69.2	95	80	85.6
De-FedDaDiL-E2026.05		98.3	70.8	98.3	79.2	86.6
De-FedDaDiL-R2026.05		98.3	70.8	98.3	79.2	86.6
DeFed-GMM2026.05		97.5	69.2	96.7	77.5	85.2
DeFed-GMM2026.05		97.5	69.2	96.7	77.5	85.2
FedAVG2026.05		96.7	65.8	94.2	77.5	83.6
FedProx2026.05		96.7	65.8	93.3	76.7	83.1
f-DANN2026.05		96.7	64.2	87.5	80	82.1
FedAVG2026.05		96.7	65.8	94.2	77.5	83.6
FedProx2026.05		96.7	65.8	93.3	76.7	83.1
f-DANN2026.05		96.7	64.2	87.5	80	82.1
FADA2026.05		95	64.2	90	74.2	80.9
FADA2026.05		95	64.2	90	74.2	80.9
Co-MDA2026.05		94.2	65	91.5	78	82.2
Co-MDA2026.05		94.2	65	91.5	78	82.2
KD3A2026.05		93.3	69.2	95.5	73.3	82.8
KD3A2026.05		93.3	69.2	95.5	73.3	82.8
f-WDGRL2026.05		92.5	63.3	86.7	74.2	79.2
f-WDGRL2026.05		92.5	63.3	86.7	74.2	79.2