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Gender Classification on FairFace (test)

87.67Overall Accuracy

Image-Text Fusion - T1

Updated 1mo ago

Evaluation Results

Method	Links
Image-Text Fusion - T1 2025.12		87.67	85	77.036	86.615	90.168	90.704	82.438	87.894	90.723	92.743	88.89	82.449	90.588	90.82	89.512	1.204	4.22	-	-	-	-
CLIP - T1 2025.12		87.164	80.421	80.107	81.596	92.497	88.446	84.404	87.39	90.602	92	88.384	79.184	93.823	90.285	89.72	1.185	4.817	-	-	-	-
ITM Guided - T1 2025.12		86.642	81.536	77.704	82.883	91.203	89.376	79.948	87.768	89.277	92.5	87.626	80.136	91.323	91	88.473	1.19	4.8	-	-	-	-
Image-Text Fusion - T2 2025.12		84.491	84.387	72.096	77.349	90.039	89.51	74.443	86.885	87	91.39	84.85	78.095	90.147	89.216	84.943	1.268	6.072	-	-	-	-
Image Only 2025.12		84.324	89.467	64.22	79.794	87.97	88.524	83.735	88.524	83.735	92.743	78.283	81.088	83.823	89.75	82.7	1.444	7.833	-	-	-	-
ITM Guided - T2 2025.12		84.019	80.793	73.3	73.359	90.686	87.384	80.472	83.48	89.036	90.529	86.616	74.014	90.441	88.948	85.462	1.237	6.265	-	-	-	-
CLIP - T2 2025.12		83.974	86.121	66.889	78.121	88.228	90.04	74.574	86.507	85.181	91.636	83.84	80.68	88.235	89.572	83.074	1.37	6.553	-	-	-	-
FairSAM 2025.03		83.94	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	78.37	14.67	90.75	15.39
SAM 2025.03		82.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	77.27	15.18	87.81	17.32
TandemNet - T1 2025.12		81.782	90.087	58.61	84.17	81.76	93.891	60.419	91.047	76.144	93.727	70.454	85.306	80.147	91.44	77.674	1.602	11.09	-	-	-	-
TandemNet - T2 2025.12		80.036	90.706	54.74	83.14	80.466	93.36	57.405	90.668	73.373	92.866	67.172	85.034	75.588	91.711	72.9	1.706	12.43	-	-	-	-
MSAM 2025.03		79.14	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	75.49	14.7	83.59	18.86
GroupSAM 2025.03		79.04	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	75.5	12.53	83.33	14.41
Vanilla 2025.03		78	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	73.96	17.04	82.96	20.08
GroupDRO 2025.03		76.18	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	73.3	18.38	79.65	32.85