MODEL_ZOO.md

Model

We provide our pretrained models and training log here.

REC Task

RefCOCO

Model	Pretrained Data	val	testA	testB	speed	Link
RealGIN	-	coming soon	coming soon	coming soon	coming soon	-
MCN	-	coming soon	coming soon	coming soon	coming soon	-
SimREC (scratch)	-	82.45	85.91	81.74	55.6 fps	-
SimREC	0.2M	88.47	90.75	84.10	55.6 fps	-

RefCOCO+

Model	Pretrained Data	val	testA	testB	speed	Link
RealGIN	-	coming soon	coming soon	coming soon	coming soon	-
MCN	-	coming soon	coming soon	coming soon	coming soon	-
SimREC (scratch)	-	70.58	76.75	61.12	55.6 fps	-
SimREC	0.2M	77.51	82.68	68.81	55.6 fps	-

RefCOCOg

Model	Pretrained Data	val	test	speed	Link
RealGIN	-	coming soon	coming soon	coming soon	-
MCN	-	coming soon	coming soon	coming soon	-
SimREC (scratch)	-	72.59	72.86	55.6 fps	-
SimREC	0.2M	79.88	79.56	55.6 fps	-

Referit

Model	Pretrained Data	val	test	speed	Link
RealGIN	-	coming soon	coming soon	coming soon	-
MCN	-	coming soon	coming soon	coming soon	-
SimREC (scratch)	-	-	-	55.6 fps	-
SimREC	0.2M	-	77.80	55.6 fps	-

Flickr

Model	Pretrained Data	val	test	speed	Link
RealGIN	-	coming soon	coming soon	coming soon	-
MCN	-	coming soon	coming soon	coming soon	-
SimREC (scratch)	-	-	-	55.6 fps	-
SimREC	0.2M	-	83.31	55.6 fps	-

RES Task

RefCOCO

Model	Pretrained Data	val	testA	testB	speed	Link
CGAN	-	coming soon	coming soon	coming soon	coming soon	-
MCN	-	coming soon	coming soon	coming soon	coming soon	-

RefCOCO+

Model	Pretrained Data	val	testA	testB	speed	Link
CGAN	-	coming soon	coming soon	coming soon	coming soon	-
MCN	-	coming soon	coming soon	coming soon	coming soon	-

RefCOCOg

Model	Pretrained Data	val	testA	testB	speed	Link
CGAN	-	coming soon	coming soon	coming soon	coming soon	-
MCN	-	coming soon	coming soon	coming soon	coming soon	-

Referit

Model	Pretrained Data	val	test	speed	Link
CGAN	-	coming soon	coming soon	coming soon	-
MCN	-	coming soon	coming soon	coming soon	-