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Visual Active Search on xView single-query setting Building as Target (test)

12.83ANTMPS-VAS
4.41646.60078.78510.9693Oct 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MPS-VASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.1012.83
PSVASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.1012.31
Online TTAC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.1010.53
E2EVASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.1010.5
MPS-VASSearch Budget (C)=182023.1010.33
PSVASSearch Budget (C)=182023.1010.28
OnlineTTASearch Budget (C)=182023.1010.15
E2EVASSearch Budget (C)=182023.1010.14
MPS-VASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.109.68
PSVASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.109.45
MPS-VASSearch Budget (C)=152023.108.83
PSVASSearch Budget (C)=152023.108.81
OnlineTTASearch Budget (C)=152023.108.79
E2EVASSearch Budget (C)=152023.108.78
Online TTAC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.108.27
E2EVASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.108.24
GSSearch Budget (C)=182023.108.01
GCSearch Budget (C)=182023.107.65
ALSearch Budget (C)=182023.107.63
ASSearch Budget (C)=182023.107.44
MPS-VASSearch Budget (C)=122023.107.32
PSVASSearch Budget (C)=122023.107.3
E2EVASSearch Budget (C)=122023.107.29
OnlineTTASearch Budget (C)=122023.107.29
RSSearch Budget (C)=182023.107.11
GSSearch Budget (C)=152023.106.87
GCSearch Budget (C)=152023.106.53
ALSearch Budget (C)=152023.106.53
ASSearch Budget (C)=152023.106.38
MPS-VASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.106.18
PSVASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.106.1
RSSearch Budget (C)=152023.106.05
GSSearch Budget (C)=122023.105.68
GCSearch Budget (C)=122023.105.45
ALSearch Budget (C)=122023.105.44
ASSearch Budget (C)=122023.105.32
Online TTAC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.105.14
E2EVASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.105.12
RSSearch Budget (C)=122023.104.74