Attribute Prediction on LFWA v1.0 (test) benchmark leaderboard · SOTA2 Research

Attribute Prediction on LFWA v1.0 (test)

845 o'clock ShadowPANDA-l

Evaluation Results

Method	Links
PANDA-l2014.11		84	79	81	80	84	84	73	79	87	94	74	74	79	69	75	89	75	81	93	86	92	78	87	73	75	72	84	76	84	73	76	89	73	75	92	82	93	86	79	82	81
LNets+ANet2014.11		84	82	83	83	88	88	75	81	90	97	74	77	82	73	78	95	78	84	95	88	94	82	92	81	79	74	84	80	85	78	77	91	76	76	94	88	95	88	79	86	84
Liu et al.2016.04		84	82	83	83	88	88	75	81	90	97	74	77	82	73	78	95	78	84	95	88	94	82	92	81	79	74	84	80	85	78	77	91	76	76	94	—	95	88	79	86	—
LNets+ANet(w/o)2014.11		81	78	80	79	83	84	72	76	86	94	70	73	79	70	74	92	75	81	91	83	91	78	87	77	75	71	81	76	81	72	72	88	71	73	90	84	92	83	76	82	79
[17]+ANet2014.11		78	66	75	72	86	84	70	73	82	90	75	71	69	68	70	88	68	82	89	79	91	76	79	74	69	66	68	72	70	71	72	82	72	65	87	82	86	81	72	79	76
MCNN2016.04		77.7	82.36	80.42	83.51	91.99	89.99	79.21	84.76	92.35	97.45	85.3	80.94	85.11	76.9	81.17	91.22	82.52	89.04	95.84	88.25	93.66	83.47	93.53	82.73	82.13	77.38	93.41	84.18	86.26	87.52	82.73	91.75	78.72	81.96	94.91	—	94.89	89.66	80.5	85.37	—
Independent2016.04		77.39	81.4	80.2	83.24	91.51	90.47	79.06	84.43	91.84	97.23	86.71	80.84	84.79	75.85	82	92.15	83.34	88.98	95.63	88.02	93.27	82.41	93.69	82.48	81.45	77.06	94.31	84.41	86	89.46	81.7	92.22	81.54	81.58	94.73	—	94.68	89.98	80.34	85.11	—
MCNN-AUX2016.04		77.06	81.78	80.31	83.48	91.94	90.08	79.24	84.98	92.63	97.41	85.23	80.85	84.97	76.86	81.52	91.3	82.97	88.93	95.85	88.38	94.02	83.51	93.43	82.86	82.15	77.39	93.32	84.14	86.25	87.92	83.13	91.83	78.53	81.61	94.95	—	95.04	89.94	80.66	85.84	—
FaceTracer2014.11		70	67	71	65	77	72	68	73	76	88	73	62	67	67	70	90	69	78	88	77	84	77	83	73	69	66	70	74	63	70	71	78	67	62	88	75	87	81	71	80	74
PANDA-w2014.11		64	63	70	63	82	79	64	71	78	87	70	65	63	65	64	84	65	77	86	75	86	74	77	68	63	64	64	68	61	64	68	77	68	63	85	78	83	79	70	76	71
Baseline2016.04		58.64	74.88	62.87	58.29	89.37	83.59	62.86	68.59	87.63	95.74	84.02	64.56	53.7	63.92	62.44	81.99	74.68	84.25	89.2	67.74	78.77	58.7	86.62	65.5	70.05	51.49	52.09	71.1	59.84	79.65	68.72	60.5	64.44	55.49	86.86	—	85.53	80.49	64.09	79.6	—