Object Removal

Benchmarks

Dataset Name	SOTA Method	Metric
OBER (test)	ObjectClear	PSNR33.04	33	21d ago
OBER-Wild	ObjectClear	ReMOVE† Score91.7	27	1mo ago
RORD (val)	ObjectClear	PSNR26.4	27	1mo ago
MULAN	ObjectClear	PSNR24.89	19	16d ago
RemovalBench	SD1.5	Latency (s)2	15	3mo ago
RORD 2022 (test)	OmniEraser	BG Similarity78.6	11	3mo ago
OpenImages V7 2020 (test)	EraseLoRA	BG Similarity74.6	11	3mo ago
RemovalBench paired	SD3.5-M + EraseLoRA	SSIM0.786	11	3mo ago
Pico-Banana 400K unified (test)	AttentiveEraser	FID7.98	10	19d ago
RORD 960x540 (val)	FlashClear	LPIPS0.0698	10	22d ago
OBER 512x512 (test)	FlashClear	LPIPS0.0351	10	22d ago
COCO subset (test)	VISTA	S2 Score47	9	8d ago
RORD (test)	SD3.5-M + EraseLoRA	BG Similarity0.774	9	3mo ago
OpenImages V7 (test)	SD3.5-M + EraseLoRA	BG Similarity74.6	9	3mo ago
COCO 2017 (val)	SD-Inpaint + CLIPAway	FID57.32	9	3mo ago
OABench	AdaEraser	FID38.472	8	16d ago
English Springer	SLD	Accuracy (Specific)40	8	1mo ago
Church	SLD	Accuracy (Acce)90	8	1mo ago
SPIn-NeRF Lambertian scene 1.0 (test)	SPIn-NeRF	PSNR20.55	7	1mo ago
GOR-IS-Real 1.0 (test)	Ours	PSNR24.52	7	1mo ago
GOR-IS-Synthetic 1.0 (test)	Ours	PSNR31.91	7	1mo ago
User Study	PANDORA	UPR Score47.5	7	2mo ago
Occlusion-Bench	ORVE	Instance Fidelity (Frame)23.17	6	9d ago
FiVE-Bench	ViFeEdit	YN-Acc80	6	2mo ago
SE360 360° panorama (test)	SE360	CS-Nopers73.143	6	3mo ago

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