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ResearchFormerly WizWand

Camouflaged Object Detection on CHAMELEON 50 (test)

0.207MSAM
0.037480.081490.12550.16951Aug 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SAMEvaluation Setting=Point Supervision Setting2024.080.2070.5950.6470.635
GPT4V+SAMEvaluation Setting=Task-Generic Prompt Setting2024.080.180.5570.710.637
LLaVA1.5+SAMEvaluation Setting=Task-Generic Prompt Setting2024.080.1680.5610.7180.666
CLIP_Surgery+SAMEvaluation Setting=Task-Generic Prompt Setting2024.080.1470.6060.7410.689
X-DecoderEvaluation Setting=Task-Generic Prompt Setting2024.080.1240.6540.7480.716
GroundingSAMEvaluation Setting=Task-Generic Prompt Setting2024.080.1220.6620.7760.744
WSSAEvaluation Setting=Point Supervision Setting2024.080.1050.660.7120.711
SAM-PEvaluation Setting=Point Supervision Setting2024.080.1010.6960.7450.697
SCWSEvaluation Setting=Point Supervision Setting2024.080.0970.6840.7390.714
TELEvaluation Setting=Point Supervision Setting2024.080.0940.7120.7510.746
SEEMEvaluation Setting=Task-Generic Prompt Setting2024.080.0940.0110.3070.454
SCODEvaluation Setting=Point Supervision Setting2024.080.0920.6880.7460.725
SAM-SEvaluation Setting=Scribble Supervision Setting2024.080.0760.7290.820.65
TELEvaluation Setting=Scribble Supervision Setting2024.080.0730.7080.8270.785
GenSAMEvaluation Setting=Task-Generic Prompt Setting2024.080.0730.6960.8060.774
WSSAEvaluation Setting=Scribble Supervision Setting2024.080.0670.6920.860.782
WS-SAMEvaluation Setting=Point Supervision Setting2024.080.0560.7670.8680.805
SCWSEvaluation Setting=Scribble Supervision Setting2024.080.0530.7580.8810.792
SCODEvaluation Setting=Scribble Supervision Setting2024.080.0460.7910.8970.818
WS-SAMEvaluation Setting=Scribble Supervision Setting2024.080.0460.7770.8970.824
ProMaCEvaluation Setting=Task-Generic Prompt Setting2024.080.0440.790.8990.833