Object Erasure

Benchmarks

Dataset Name	SOTA Method	Metric
Object Erasure	TINA	ASR78	20	1mo ago
ImageNet-10 Target Concepts SD 1.4	DP	Original Accuracy1	19	5d ago
CIFAR-10 Bird Erased	SD v1.4	Acce99.72	17	1mo ago
CIFAR-10 Airplane Erased	FMN	Accuracy (Erased)96.76	17	1mo ago
CogVideoX-2B v1 (test)	SAFREE	Top-1 Accuracy64.41	14	25d ago
Five Objects prompts	Diversified-AGE	ESR (1 Object)98.8	11	1mo ago
Grabage Truck prompts	AP	ESR (1)100	11	1mo ago
Cassette Player prompts	UCE	ESR (k=1)100	11	1mo ago
COCO	ASUKA	FID19.8	10	19d ago
EntitySeg	ASUKA	FID47.6	10	19d ago
CIFAR-10 Airplane, Ship, Bird average	SD v1.4	Accuracy (e)98.14	9	1mo ago
CIFAR-10 Ship class	SD v1.4	Accuracy (E)98.64	9	1mo ago
CIFAR-10	SD v1.4	Accuracy (Erase)98.63	8	1mo ago
CIFAR-10 Cat Erased	AC	Accuracy (Erased)98.94	8	1mo ago
CIFAR-10 Automobile Erased	SD v1.4	Accuracy (Erase)99.72	8	1mo ago
Human Object Concepts (val)		Average Score1.34	7	25d ago
ImageNet	EraseAnything++	ESR (1% Erasure)94.15	5	1mo ago
MSCOCO 480	Flux.1-dev	CLIP Similarity30.85	5	1mo ago
ImageNet 12 categories (val)	Flux.1-dev	UA88.3	5	1mo ago
FLUX Object Erasure (evaluation set)		Erased Accuracy (Cassette Player)39	3	5d ago
Snoopy prompts	FLUX.1 [schnell]	CS Score28.01	3	6d ago

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