Domain Adaptation Benchmarks¶

Note

Site currently under construction 🚧

This page will contain updates about domain adaptation benchmarks and the papers currently being state of the art for each particular dataset.

Digit Benchmarks¶

Sour ceTa rget	MNIS TMNI ST-M	Synt hSVH N	MNIS TSVH N	SVHN MNIS T	MNIS TUSP S	USPS MNIS T
SA	56.9 0	86.4 4	?	59.3 2	?	?
DANN	76.6 6	91.0 9	?	73.8 5	?	?
CoGA N	?	?	?	?	91.2	89.1
DRCN	?	?	40.0 5	81.9 7	91.8 0	73.6 7
DSN	83.2	91.2	?	82.7	?	?
DTN	?	?	90.6 6	79.7 2	?	?
Pixe lDA	98.2	?	?	?	95.9	?
ADDA	?	?	?	76.0	89.4	90.1
UNIT	?	?	?	90.5 3	95.9 7	93.5 8
GenT oAda pt	?	?	?	92.4	95.3	90.8
SBAD A-GA N	99.4	?	61.1	76.1	97.6	95.0
DAas soc	89.4 7	91.8 6	?	97.6 0	?	?
CyCA DA	?	?	?	90.4	95.6	96.5
I2I	?	?	?	92.1	95.1	92.2
DIRT -T	98.7	?	76.5	99.4	?	?
Deep JDOT	92.4	?	?	96.7	95.7	96.4