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Facial Action Unit Detection on BP4D (test)

0.668Average F1 Score

UAU-Net

Updated 1mo ago

Evaluation Results

Method
UAU-Net 2026.04	0.668	-	-	-	0.579	0.513	0.619	0.799	0.789	0.859	0.888	0.659	0.563	0.644	0.513	0.601
MDHR 2026.04	0.666	-	-	-	0.583	0.509	0.589	0.784	0.803	0.849	0.882	0.695	0.56	0.655	0.495	0.593
AUNCE 2026.04	0.661	-	-	-	0.536	0.498	0.616	0.784	0.788	0.847	0.896	0.674	0.551	0.654	0.509	0.58
WSRTL 2026.04	0.659	-	-	-	0.597	0.517	0.616	0.803	0.809	0.852	0.897	0.678	0.522	0.634	0.514	0.469
SACL 2026.04	0.656	-	-	-	0.578	0.488	0.594	0.791	0.788	0.84	0.882	0.652	0.561	0.638	0.508	0.552
AU-TTT 2026.04	0.656	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
ME-GraphAU 2026.04	0.655	-	-	-	0.527	0.443	0.609	0.799	0.801	0.853	0.892	0.694	0.554	0.644	0.498	0.551
RETD 2026.04	0.651	-	-	-	0.547	0.508	0.571	0.788	0.796	0.846	0.88	0.67	0.549	0.629	0.486	0.545
SMA-Net 2026.04	0.65	-	-	-	0.565	0.451	0.57	0.795	0.795	0.845	0.864	0.661	0.558	0.642	0.487	0.568
HSTR-Net 2026.04	0.647	-	-	-	0.555	0.495	0.619	0.766	0.802	0.842	0.874	0.626	0.548	0.641	0.471	0.521
AC2D 2026.04	0.646	-	-	-	0.542	0.547	0.565	0.77	0.762	0.84	0.89	0.636	0.548	0.636	0.465	0.548
UGN 2026.04	0.633	-	-	-	0.542	0.464	0.568	0.762	0.767	0.824	0.861	0.647	0.512	0.631	0.485	0.536
SRERL 2026.04	0.629	-	-	-	0.469	0.453	0.556	0.771	0.784	0.835	0.876	0.639	0.522	0.639	0.471	0.533
ARL 2026.04	0.612	-	-	-	0.458	0.398	0.551	0.757	0.772	0.823	0.866	0.588	0.476	0.621	0.474	0.554
JAA-Net 2026.04	0.6	-	-	-	0.472	0.44	0.549	0.775	0.746	0.84	0.869	0.619	0.436	0.603	0.427	0.419
EAC-Net 2026.04	0.556	-	-	-	0.39	0.352	0.486	0.761	0.729	0.819	0.862	0.588	0.375	0.591	0.359	0.358
LSVM 2018.03	-	0.353	0.322	-	-	-	-	-	-	-	-	-	-	-	-	-
JPML 2018.03	-	0.459	0.505	-	-	-	-	-	-	-	-	-	-	-	-	-
DRML 2018.03	-	0.483	0.56	-	-	-	-	-	-	-	-	-	-	-	-	-
CPM 2018.03	-	0.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-
EAC-Net 2018.03	-	0.559	0.752	-	-	-	-	-	-	-	-	-	-	-	-	-
ROI 2018.03	-	0.564	-	-	-	-	-	-	-	-	-	-	-	-	-	-
JAA-Net 2018.03	-	0.6	0.784	-	-	-	-	-	-	-	-	-	-	-	-	-
MT-VGG 2019.09	-	-	-	0.66	-	-	-	-	-	-	-	-	-	-	-	-
FERA 2015 Winner 2019.09	-	-	-	0.54	-	-	-	-	-	-	-	-	-	-	-	-
FERA 2015 Baseline 2019.09	-	-	-	0.53	-	-	-	-	-	-	-	-	-	-	-	-