Sentiment Analysis on human-sentiment WUDA 20% noise rate Target Domain 1.0 benchmark leaderboard · SOTA2 Research

Sentiment Analysis on human-sentiment WUDA 20% noise rate Target Domain 1.0

74.81Transfer B→DMEDA

Evaluation Results

Method	Links
MEDA2019.05		74.81	65.18	68.65	67.63	69.51	72.24	63.36	66.18	75.42	65.13	66.87	75.99	69.25
B-Net2019.05		71.84	75.92	76.32	70.56	73.73	77.97	62.22	63.53	78.96	63.36	66.98	76.96	71.53
TCL2019.05		71.4	65.08	66.8	67.33	66.74	68.82	63.13	62.93	75.36	62.77	64.16	74.14	67.39
ATDA2019.05		70.31	72.79	71.79	70.25	69.99	74.53	63.89	62.3	74	63.53	64.66	74.75	69.4
DAN2019.05		68.28	63.78	65.48	64.63	65.33	65.68	60.41	62.35	72.05	59.94	61.46	70.6	65
DANN2019.05		68.08	63.53	64.63	64.52	65.16	66.28	60.15	61.67	71.51	59.4	61.51	72.23	64.89
Co+TCL2019.05		67.81	60.54	61.23	65.22	64.55	67.98	61.18	60.81	72.65	60.71	64.15	68.95	64.65
Co+ATDA2019.05		66.7	68.89	66.51	68.04	67.32	72.2	61.08	59.77	70.85	61.22	64.94	69.69	66.43