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Face Image Quality Assessment on SFIQA-Bench (test)

0.9311Noise SRCC

DSL-FIQA

Updated 4d ago

Evaluation Results

Method	Links
DSL-FIQA 2026.02		0.9311	0.9532	0.9422	0.9519	0.936	0.9517	0.9417	0.9557	0.9274	0.9472	0.9411	0.9585
SFIQA-Assessor-S 2026.02		0.9254	0.9522	0.9386	0.9485	0.9376	0.9525	0.929	0.9522	0.9218	0.9465	0.9379	0.9538
StairIQA 2026.02		0.9224	0.9437	0.9335	0.9426	0.9174	0.9391	0.9237	0.9431	0.9168	0.9442	0.9286	0.9472
SFIQA-Assessor-XS 2026.02		0.9178	0.948	0.9343	0.9454	0.9324	0.9446	0.9192	0.9488	0.9177	0.9471	0.9344	0.9519
LIQE 2026.02		0.9162	0.943	0.9331	0.9447	0.927	0.9473	0.932	0.9502	0.9148	0.9385	0.929	0.9463
SFIQA-Assessor-XXS 2026.02		0.9142	0.9453	0.9294	0.9417	0.9319	0.9438	0.92	0.9488	0.916	0.9473	0.931	0.9499
TOPIQ 2026.02		0.8874	0.9168	0.887	0.905	0.8787	0.9302	0.8927	0.9226	0.8481	0.8893	0.8768	0.9148
MUSIQ 2026.02		0.8828	0.9114	0.9076	0.92	0.7638	0.7719	0.8487	0.883	0.8731	0.8975	0.9035	0.9201
IFQA 2026.02		0.8626	0.8869	0.8849	0.9017	0.8776	0.9012	0.8724	0.8961	0.8812	0.9079	0.8928	0.9273
TReS 2026.02		0.8482	0.8919	0.868	0.8805	0.8411	0.8794	0.8486	0.8699	0.8374	0.8801	0.8481	0.8796
DN-PIQA 2026.02		0.8424	0.8895	0.8745	0.8885	0.875	0.9088	0.9059	0.9208	0.8514	0.8915	0.8846	0.9071
MANIQA 2026.02		0.8058	0.8947	0.8451	0.8766	0.862	0.9137	0.842	0.8872	0.7937	0.8591	0.8491	0.9029
HyperIQA 2026.02		0.7765	0.8556	0.8011	0.8372	0.7831	0.8553	0.7903	0.8497	0.7522	0.846	0.7679	0.8434
BRISQUE 2026.02		0.7553	0.8442	0.7506	0.7813	0.7041	0.7942	0.7075	0.7699	0.7147	0.7913	0.733	0.7895
CLIPIQA 2026.02		0.6591	0.6828	0.6401	0.5817	0.6828	0.7031	0.694	0.7093	0.6432	0.5392	0.6413	0.591
SDD-FIQA 2026.02		0.5872	0.6109	0.5996	0.6369	0.5891	0.6206	0.6102	0.6358	0.6218	0.6473	0.5905	0.6259
SER-FIQ 2026.02		0.5058	0.5445	0.4408	0.4748	0.5258	0.5505	0.4985	0.5304	0.4912	0.5189	0.4697	0.5055
NIQE 2026.02		0.0242	0.1547	0.0067	0.0704	0.0168	0.1273	0.0192	0.1115	0.017	0.1118	0.015	0.102