Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

Perceptual Quality Assessment on HPE-Bench 1.0 (test)

0.887SRCC

Layer-Selective MLLM

-0.0315280.2069360.44540.683864Jan 15, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2026.01
0.8870.76680.8959
2026.01
0.88240.65780.8805
2026.01
0.86870.7430.8852
2026.01
0.85270.58250.8793
2026.01
0.83990.71370.8321
2026.01
0.83770.6520.8331
2026.01
0.83360.70720.8587
2026.01
0.81610.66340.8249
2026.01
0.80540.6430.8273
2026.01
0.80260.6180.7919
2026.01
0.79550.66810.8454
2026.01
0.78270.60940.8314
2026.01
0.78210.66030.8071
2026.01
0.7740.61280.8807
2026.01
0.75280.63670.7575
2026.01
0.74360.56380.7456
2026.01
0.72940.6080.7997
2026.01
0.71190.47380.7852
2026.01
0.7110.49720.6919
2026.01
0.68670.56780.7111
2026.01
0.63720.46530.6415
2026.01
0.60740.42550.6482
2026.01
0.58220.44270.509
2026.01
0.56640.40670.5636
2026.01
0.51850.3790.5638
2026.01
0.49960.34140.5415
2026.01
0.49610.34950.4519
2026.01
0.46290.36550.2437
2026.01
0.45750.31280.4273
2026.01
0.43420.35660.4508
2026.01
0.43040.2950.4392
2026.01
0.42880.25880.3997
2026.01
0.36990.24320.3868
2026.01
0.35810.28510.3403
2026.01
0.31820.18670.3335
2026.01
0.31540.19340.3668
2026.01
0.30850.20150.4258
2026.01
0.30530.25290.0002
2026.01
0.29780.19020.3063
2026.01
0.27960.2150.325
2026.01
0.27880.22660.119
2026.01
0.27060.21980.3094
2026.01
0.25860.15620.2683
2026.01
0.25770.21040.212
2026.01
0.24460.15260.2597
2026.01
0.22670.14290.2407
2026.01
0.20240.13260.2417
2026.01
0.20020.13830.0144
2026.01
0.19030.13510.3024
2026.01
0.18020.12890.1303
2026.01
0.16230.09680.252
2026.01
0.15910.12980.0964
2026.01
0.15410.09180.3639
2026.01
0.14240.08050.1945
2026.01
0.14020.11490.1189
2026.01
0.13590.09290.1977
2026.01
0.09670.07850.1088
2026.01
0.08180.06750.0131
2026.01
0.08180.06750.0131
2026.01
0.07460.06110.0642
2026.01
0.05080.03260.2242
2026.01
0.02680.01910.2215
2026.01
0.02450.01690.2228
2026.01
0.01280.00810.1904
2026.01
0.00540.00450.0482
2026.01
0.00380.00070.2207