Attribute Prediction

Benchmarks

Dataset Name	SOTA Method	Metric
CELEBA (test)	RTO	Bias0.002	20	5mo ago
Clothing dataset 8 (test)	MG-CNN	Accuracy (Color)93.12	14	5mo ago
MBE 3.0 1.0 (test)	MOON3.0	Accuracy49.92	13	3mo ago
ARTIFACTBENCH (inductive)	NCN	MAE0.095	12	2mo ago
ARTIFACTBENCH (transductive)	BUDDY	MAE0.061	12	2mo ago
LFWA v1.0 (test)	PANDA-l	5 o'clock Shadow84	11	5mo ago
MBE 2.0	Our MOON2.0	Accuracy84.29	10	4mo ago
M5Product	MOON	Accuracy80.22	10	4mo ago
LFWA (test)	SSP + SSG	Classification Error Rate12.87	9	5mo ago
CelebAMask-HQ	Hölder++	F1 Score66.5	8	1mo ago
WBCAtt+	Cell structure-aware model	Accuracy95.16	8	2mo ago
FFHQ original (test)		Gender Accuracy86.2	7	4mo ago
LSA common -> rare	OvarNet	AP Base16.74	6	5mo ago
LSA (common)	OvarNet	AP Base15.57	6	5mo ago
attribute PASCAL 2008 (test)	Cross-stitch	mAP63	6	5mo ago
CelebA v1.0 (test)	LNets+ANet	5 o'clock Shadow Acc91	6	5mo ago
Cityscapes Attributes Recognition (CAR) 44	GlideNet	mA78.1	5	5mo ago
Visual Attributes in the Wild (VAW) 53	GlideNet	Mean Accuracy73.7	5	5mo ago
Ape clean (test)	MWP-RoBERTa	Accuracy0.86	4	5mo ago
LIDC-IDRI	X-Caps	Subtlety Accuracy90.4	3	5mo ago
CUB 312 attributes		AUC (%)64.8	2	5mo ago
AWA 85 attributes		AUC72.7	2	5mo ago

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