Image Manipulation Localization

Benchmarks

Dataset Name	SOTA Method	Metric
NIST16	Constrained R-CNN	F1 Score92.7	93	1mo ago
CAT-Net evaluation protocol (test)	RITA	Mean Binary F164.3	84	3mo ago
Coverage	ObjectFormer	F1 Score75.8	78	1mo ago
Columbia	Swin Transformer w. ReVi	F1 Score98.82	60	1mo ago
CASIA v1	Mesorch	F1 Score84	54	1mo ago
CAT-Net (test)	RITA	Mean Binary F164.3	42	3mo ago
NIST 16	ObjectFormer	AUC0.872	31	4mo ago
IMD20	IML-ViT	F1 Score53.21	24	3mo ago
Autosplice	RITA	F1 Score66.4	24	1mo ago
CocoGlide	RITA	F1 Score53.3	24	1mo ago
Image Manipulation Localization Robustness	ForensicsTok	F1 Score79	21	1mo ago
MagicBrush	MVSSNet	F1 Score81.95	21	1mo ago
IMD 2020	Relay-ViT	F1 Score38.1	18	1mo ago
CocoGlide (test)	IFA-Net	F1 Score94	18	4mo ago
CAT-Net protocol (CASIAv1, Columbia, NIST16, Coverage)	DINOv3	F1 (CASIAv1)90.8	14	3mo ago
COVERAGE (test)	HiFi-Net	F1 Score80.1	14	4mo ago
OpenSDI	CAT-Net	F1 Score27.02	12	1mo ago
DEAL 300K	CAT-Net	F1 Score29.99	12	1mo ago
RealisticTampering	FRAME	Loc. F139.2	11	2mo ago
DSO-1 (test)	TruFor	F1 Score93	10	4mo ago
Casia v1+ (test)	MMFusion	F1 Score79.4	10	4mo ago
CASIA	ObjectFormer	F1 Score57.9	10	4mo ago
Columbia (test)	Early Fusion	F1 Score0.888	10	4mo ago
OpenSDI Average	FASA	F1 Score57.83	9	3mo ago
OpenSDI Flux.1	FASA	F1 Score24.37	9	3mo ago

Showing 25 of 38 rows