Table A2: Exact numbers and standard deviations for Fig. 4.
Method	OxfordPots - LP
RANDOM	89.81±0.22	89.32±0.18	89.92±0.12	89.99±0.34	89.26±0.13	89.26±0.11	88.66±0.38	89.23±0.28	88.23±0.07	87.76±0.05	87.08±0.27	86.92±0.23	86.10±0.03	84.63±0.31	82.56±0.09	82.31±0.2	76.59±0.35
RANDOM	89.67±0.36	89.59±0.29	89.86±0.15	88.91±0.14	88.96±0.10	88.63±0.25	88.93±0.32	88.96±0.05	87.79±0.37	87.24±0.17	88.01±0.28	86.73±0.02	86.59±0.04	85.17±0.08	83.84±0.04	82.34±0.33	78.71±0.27
GRAND	89.70±0.20	89.78±0.16	89.78±0.24	89.04±0.38	89.40±0.11	89.23±0.07	88.72±0.04	88.44±0.39	88.93±0.28	87.63±0.20	86.86±0.29	86.51±0.17	84.85±0.02	84.46±0.14	81.36±0.33	78.63±0.13	74.19±0.08
LM	89.72±0.1	89.34±0.04	90.27±0.37	90.11±0.27	89.97±0.38	90.02±0.19	89.72±0.15	89.62±0.24	89.46±0.16	89.45±0.06	89.92±0.11	90.02±0.27	89.89±0.18	90.19±0.14	90.16±0.38	90.11±0.03	88.85±0.37
FM	90.35±0.32	89.78±0.07	89.70±0.24	89.45±0.29	90.02±0.22	89.83±0.37	89.89±0.03	89.72±0.27	89.56±0.06	89.72±0.19	90.08±0.36	90.62±0.03	89.78±0.10	90.32±0.38	89.64±0.15	90.16±0.07
SUN397 - LP
RANDOM	51.25±0.14	51.23±0.37	51.23±0.27	51.16±0.32	51.06±0.21	50.88±0.08	51.11±0.34	51.32±0.28	50.80±0.19	50.31±0.27	50.90±0.36	50.33±0.17	50.41±0.07	49.88±0.24	49.11±0.10	49.45±0.14	48.63±0.31
MODERATE	51.34±0.10	51.17±0.35	51.36±0.38	51.73±0.07	51.45±0.20	51.48±0.36	51.04±0.12	51.16±0.15	50.68±0.14	50.70±0.21	50.87±0.27	50.06±0.36	50.34±0.38	49.83±0.12	50.16±0.34	49.51±0.25	49.00±0.20
GRAND	51.38±0.30	51.25±0.24	51.15±0.33	51.42±0.14	51.44±0.38	51.20±0.24	51.17±0.13	50.63±0.32	50.68±0.29	50.28±0.36	49.81±0.38	50.28±0.10	50.02±0.28	49.84±0.12	48.87±0.21	48.92±0.11	47.95±0.27
LM	51.70±0.18	51.78±0.26	51.76±0.20	51.67±0.35	51.52±0.32	51.55±0.28	51.87±0.30	51.40±0.16	51.46±0.32	51.62±0.14	51.48±0.23	51.39±0.22	51.65±0.18	50.95±0.33	49.62±0.16	49.53±0.21	48.93±0.27
FM	51.88±0.26	51.72±0.31	51.68±0.18	51.50±0.14	51.70±0.37	51.79±0.30	51.74±0.24	51.63±0.38	51.54±0.33	51.61±0.28	51.72±0.27	51.42±0.32	51.57±0.23	51.08±0.22	49.72±0.18	49.73±0.21	48.97±0.35
Food101 - LP
RANDOM	62.22±0.30	62.64±0.21	62.32±0.18	62.53±0.33	62.23±0.17	62.65±0.27	61.33±0.31	61.42±0.39	60.91±0.26	60.50±0.21	60.19±0.34	59.20±0.20	58.15±0.32	56.74±0.27	54.70±0.19	54.64±0.24	51.12±0.22
MODERATE	62.47±0.19	62.34±0.28	62.49±0.27	62.22±0.16	62.45±0.36	62.00±0.24	61.76±0.30	61.63±0.29	60.75±0.16	60.13±0.26	59.42±0.24	58.78±0.35	58.80±0.30	57.19±0.25	55.73±0.37	54.43±0.24	51.79±0.16
GRAND	62.70±0.18	62.10±0.24	62.30±0.33	62.61±0.22	62.25±0.27	61.90±0.24	62.27±0.31	61.32±0.34	61.60±0.22	60.58±0.24	59.72±0.25	59.32±0.33	58.19±0.27	57.17±0.21	55.54±0.19	53.84±0.30	50.79±0.28
LM	63.17±0.16	63.39±0.27	63.60±0.18	63.55±0.32	63.30±0.16	63.50±0.33	63.97±0.23	63.08±0.29	63.34±0.25	63.47±0.33	63.09±0.24	63.05±0.36	62.78±0.26	62.14±0.30	61.51±0.33	61.15±0.22	58.78±0.30
FM	62.89±0.28	63.29±0.24	63.55±0.16	63.53±0.37	63.26±0.30	63.34±0.27	63.20±0.35	63.24±0.22	62.73±0.32	62.84±0.24	63.06±0.23	62.55±0.16	61.82±0.35	61.71±0.32	61.38±0.24	60.50±0.36	58.24±0.32
DTD - LP
RANDOM	66.13±0.20	65.90±0.17	66.84±0.21	65.37±0.23	65.07±0.30	65.19±0.19	64.42±0.22	65.08±0.18	63.30±0.25	62.35±0.32	61.95±0.29	61.82±0.24	62.00±0.28	59.57±0.31	58.69±0.34	57.03±0.33	52.54±0.26
MODERATE	66.73±0.18	65.84±0.30	65.72±0.16	65.31±0.33	65.60±0.22	64.66±0.27	65.25±0.16	64.48±0.35	63.00±0.22	63.24±0.36	63.00±0.33	61.35±0.24	60.87±0.25	60.34±0.16	58.92±0.34	58.27±0.28	54.26±0.24
GRAND	66.67±0.24	65.90±0.22	65.96±0.17	65.66±0.26	65.13±0.27	64.01±0.35	64.42±0.16	64.66±0.22	63.30±0.28	62.65±0.16	61.47±0.23	61.41±0.29	60.40±0.19	59.75±0.35	57.27±0.16	55.08±0.28	51.95±0.26
LM	66.73±0.17	66.21±0.21	66.43±0.22	66.54±0.25	67.02±0.33	66.25±0.28	67.43±0.22	66.38±0.24	66.33±0.16	66.25±0.21	65.80±0.22	65.48±0.16	64.24±0.32	62.88±0.35	62.17±0.26	60.64±0.24	58.87±0.32
FM	66.19±0.23	67.38±0.32	66.67±0.30	66.22±0.16	66.31±0.22	66.13±0.19	66.55±0.23	66.72±0.17	66.61±0.27	66.77±0.33	66.78±0.22	64.95±0.29	63.48±0.30	63.30±0.35	62.07±0.26	60.34±0.18	60.05±0.23
StanfordCars - LP
RANDOM	46.47±0.23	46.95±0.20	46.32±0.19	46.49±0.32	46.63±0.28	45.39±0.30	46.46±0.18	43.76±0.25	42.00±0.28	43.74±0.33	43.61±0.22	41.80±0.35	38.84±0.29	37.81±0.30	36.20±0.31	32.76±0.28
MODERATE	46.66±0.16	46.51±0.24	46.85±0.30	45.64±0.16	46.03±0.21	46.67±0.22	45.21±0.17	46.23±0.32	45.47±0.29	43.03±0.33	42.35±0.30	41.00±0.28	38.69±0.26	37.89±0.33	34.81±0.22	29.97±0.32
GRAND	46.77±0.27	47.77±0.19	46.62±0.20	46.33±0.30	45.55±0.16	45.59±0.33	45.94±0.22	46.02±0.28	44.40±0.24	40.92±0.30	39.83±0.31	38.73±0.19	37.71±0.28	35.56±0.34	32.51±0.16	28.06±0.26
LM	47.60±0.28	48.60±0.24	47.52±0.30	47.52±0.30	47.81±0.20	47.49±0.22	47.76±0.32	47.36±0.23	46.73±0.29	47.27±0.29	47.42±0.30	46.88±0.24	47.56±0.26	46.45±0.33	46.80±0.18	45.07±0.25	42.87±0.32
FM	47.69±0.22	47.98±0.16	48.69±0.33	47.21±0.19	47.23±0.32	48.17±0.18	47.80±0.30	47.41±0.28	47.63±0.26	48.46±0.21	47.08±0.30	46.93±0.31	46.64±0.33	46.47±0.22	44.45±0.24	44.45±0.24	42.10±0.28
UCF101 - LP
RANDOM	71.96±0.31	70.53±0.28	71.53±0.33	72.03±0.30	70.37±0.24	70.37±0.24	70.84±0.32	70.16±0.27	69.07±0.29	69.07±0.28	67.27±0.25	67.06±0.24	65.98±0.24	64.97±0.30	63.84±0.22	61.88±0.23	58.60±0.32
MODERATE	72.72±0.24	71.56±0.29	71.58±0.28	70.58±0.33	70.13±0.25	70.13±0.25	70.98±0.27	70.18±0.29	70.47±0.26	70.31±0.32	69.05±0.24	66.88±0.28	66.03±0.29	66.01±0.28	64.63±0.27	63.88±0.33	63.68±0.33
GRAND	71.93±0.22	71.19±0.25	71.00±0.33	70.39±0.29	70.59±0.24	71.83±0.32	68.81±0.32	68.82±0.22	68.28±0.22	67.14±0.26	66.35±0.31	64.42±0.33	63.28±0.31	61.75±0.33	58.95±0.26	57.44±0.33	55.70±0.28
LM	73.32±0.28	73.54±0.29	72.77±0.25	72.82±0.30	72.69±0.29	72.58±0.24	72.35±0.32	72.83±0.29	72.51±0.27	71.82±0.32	71.76±0.31	71.48±0.33	70.98±0.24	69.44±0.28	68.75±0.30	66.64±0.29	64.95±0.30
FM	72.72±0.32	72.83±0.27	73.14±0.30	72.53±0.32	71.82±0.29	72.11±0.26	72.00±0.31	71.97±0.30	72.16±0.28	71.35±0.33	71.00±0.24	69.96±0.31	69.94±0.33	69.84±0.33	68.75±0.30	66.67±0.29	65.95±0.33
CIFAR10 - LP
RANDOM	88.9±0.24	88.43±0.28	88.46±0.27	88.36±0.29	88.27±0.31	88.17±0.33	88.64±0.26	88.88±0.27	88.01±0.30	87.38±0.24	86.77±0.28	86.91±0.31	86.38±0.24	85.58±0.32	85.18±0.27	81.56±0.27	82.85±0.33
MODERATE	89.17±0.30	88.83±0.32	88.74±0.26	88.92±0.33	88.82±0.27	88.32±0.29	88.41±0.24	88.47±0.24	86.99±0.27	86.78±0.29	87.31±0.32	86.36±0.33	86.20±0.26	84.26±0.26	84.75±0.30	84.35±0.26	82.14±0.31
GRAND	91.33±0.22	91.49±0.24	91.69±0.27	91.69±0.31	91.48±0.30	91.49±0.32	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31
LM	91.51±0.31	91.69±0.33	91.42±0.24	91.42±0.24	91.42±0.31	91.43±0.32	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44±0.31	91.44 ± 0.31
FM	89.53±0.28	89.32±0.30	89.32±0.31	89.47±0.29	89.49±0.32	89.25±0.31	94.21±0.31	94.41±0.31	94.61±0.31	94.64±0.31	94.67±0.29	94.89±0.31	94.79±0.27	93.79±0.33	85.95±0.32