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ResearchFormerly WizWand

Camouflaged Object Detection on CAMO 30 (test)

0.314M ScoreLLaVA1.5+SAM
0.081040.141520.2020.26248Aug 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
LLaVA1.5+SAMEvaluation Setting=Task-Generic Prompt Setting2024.080.3140.4010.5850.501
GPT4V+SAMEvaluation Setting=Task-Generic Prompt Setting2024.080.2060.4660.6660.573
SEEMEvaluation Setting=Task-Generic Prompt Setting2024.080.1920.0230.3150.404
CLIP_Surgery+SAMEvaluation Setting=Task-Generic Prompt Setting2024.080.1890.520.6920.612
SAMEvaluation Setting=Point Supervision Setting2024.080.160.5970.6390.643
GroundingSAMEvaluation Setting=Task-Generic Prompt Setting2024.080.1570.6560.7530.707
WSSAEvaluation Setting=Point Supervision Setting2024.080.1480.6070.6520.649
SCWSEvaluation Setting=Point Supervision Setting2024.080.1420.6240.6720.687
SCODEvaluation Setting=Point Supervision Setting2024.080.1370.6290.6880.663
TELEvaluation Setting=Point Supervision Setting2024.080.1330.6620.6740.645
SAM-PEvaluation Setting=Point Supervision Setting2024.080.1230.6490.6930.677
WSSAEvaluation Setting=Scribble Supervision Setting2024.080.1180.6150.7860.696
GenSAMEvaluation Setting=Task-Generic Prompt Setting2024.080.1060.6690.7980.729
SAM-SEvaluation Setting=Scribble Supervision Setting2024.080.1050.6820.7740.731
TELEvaluation Setting=Scribble Supervision Setting2024.080.1040.6810.7970.717
X-DecoderEvaluation Setting=Task-Generic Prompt Setting2024.080.1040.6280.7450.709
SCWSEvaluation Setting=Scribble Supervision Setting2024.080.1020.6580.7950.713
WS-SAMEvaluation Setting=Point Supervision Setting2024.080.1020.7030.7570.718
SCODEvaluation Setting=Scribble Supervision Setting2024.080.0920.7090.8150.735
WS-SAMEvaluation Setting=Scribble Supervision Setting2024.080.0920.7420.8180.759
ProMaCEvaluation Setting=Task-Generic Prompt Setting2024.080.090.7250.8460.767