Attribute Prediction

Benchmarks

Dataset Name	SOTA Method	Metric
CELEBA (test)	RTO	Bias0.002	20	3mo ago
Clothing dataset 8 (test)	MG-CNN	Accuracy (Color)93.12	14	3mo ago
MBE 3.0 1.0 (test)	MOON3.0	Accuracy49.92	13	2mo ago
ARTIFACTBENCH (inductive)	NCN	MAE0.095	12	15d ago
ARTIFACTBENCH (transductive)	BUDDY	MAE0.061	12	15d ago
LFWA v1.0 (test)	PANDA-l	5 o'clock Shadow84	11	3mo ago
MBE 2.0	Our MOON2.0	Accuracy84.29	10	2mo ago
M5Product	MOON	Accuracy80.22	10	3mo ago
LFWA (test)	SSP + SSG	Classification Error Rate12.87	9	3mo ago
WBCAtt+	Cell structure-aware model	Accuracy95.16	8	14d ago
FFHQ original (test)		Gender Accuracy86.2	7	3mo ago
LSA common -> rare	OvarNet	AP Base16.74	6	3mo ago
LSA (common)	OvarNet	AP Base15.57	6	3mo ago
attribute PASCAL 2008 (test)	Cross-stitch	mAP63	6	3mo ago
CelebA v1.0 (test)	LNets+ANet	5 o'clock Shadow Acc91	6	3mo ago
Cityscapes Attributes Recognition (CAR) 44	GlideNet	mA78.1	5	3mo ago
Visual Attributes in the Wild (VAW) 53	GlideNet	Mean Accuracy73.7	5	3mo ago
Ape clean (test)	MWP-RoBERTa	Accuracy0.86	4	3mo ago
LIDC-IDRI	X-Caps	Subtlety Accuracy90.4	3	3mo ago
CUB 312 attributes		AUC (%)64.8	2	3mo ago
AWA 85 attributes		AUC72.7	2	3mo ago

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