Face Image Quality Assessment on SFIQA-Bench (test) benchmark leaderboard · SOTA2 Research

Face Image Quality Assessment on SFIQA-Bench (test)

0.9311Noise SRCCDSL-FIQA

Evaluation Results

Method	Links
DSL-FIQA2026.02		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-S2026.02		0.9254	0.9522	0.9386	0.9485	0.9376	0.9525	0.929	0.9522	0.9218	0.9465	0.9379	0.9538
StairIQA2026.02		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-XS2026.02		0.9178	0.948	0.9343	0.9454	0.9324	0.9446	0.9192	0.9488	0.9177	0.9471	0.9344	0.9519
LIQE2026.02		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-XXS2026.02		0.9142	0.9453	0.9294	0.9417	0.9319	0.9438	0.92	0.9488	0.916	0.9473	0.931	0.9499
TOPIQ2026.02		0.8874	0.9168	0.887	0.905	0.8787	0.9302	0.8927	0.9226	0.8481	0.8893	0.8768	0.9148
MUSIQ2026.02		0.8828	0.9114	0.9076	0.92	0.7638	0.7719	0.8487	0.883	0.8731	0.8975	0.9035	0.9201
IFQA2026.02		0.8626	0.8869	0.8849	0.9017	0.8776	0.9012	0.8724	0.8961	0.8812	0.9079	0.8928	0.9273
TReS2026.02		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-PIQA2026.02		0.8424	0.8895	0.8745	0.8885	0.875	0.9088	0.9059	0.9208	0.8514	0.8915	0.8846	0.9071
MANIQA2026.02		0.8058	0.8947	0.8451	0.8766	0.862	0.9137	0.842	0.8872	0.7937	0.8591	0.8491	0.9029
HyperIQA2026.02		0.7765	0.8556	0.8011	0.8372	0.7831	0.8553	0.7903	0.8497	0.7522	0.846	0.7679	0.8434
BRISQUE2026.02		0.7553	0.8442	0.7506	0.7813	0.7041	0.7942	0.7075	0.7699	0.7147	0.7913	0.733	0.7895
CLIPIQA2026.02		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-FIQA2026.02		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-FIQ2026.02		0.5058	0.5445	0.4408	0.4748	0.5258	0.5505	0.4985	0.5304	0.4912	0.5189	0.4697	0.5055
NIQE2026.02		0.0242	0.1547	0.0067	0.0704	0.0168	0.1273	0.0192	0.1115	0.017	0.1118	0.015	0.102