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Visual Active Search on xView single-query setting with SC (Small Car) as Target (test)

9.73ANTMPS-VAS
3.37565.02536.6758.3247Oct 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MPS-VASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.109.73
PSVASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.109.45
MPS-VASSearch Budget (C)=182023.108.24
PSVASSearch Budget (C)=182023.108.19
E2EVASSearch Budget (C)=182023.108.15
OnlineTTASearch Budget (C)=182023.108.15
Online TTAC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.108.1
E2EVASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.108.07
MPS-VASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.107.92
PSVASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.107.74
MPS-VASSearch Budget (C)=152023.107.16
PSVASSearch Budget (C)=152023.107.1
OnlineTTASearch Budget (C)=152023.107.03
E2EVASSearch Budget (C)=152023.107.02
Online TTAC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.106.75
E2EVASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.106.73
GSSearch Budget (C)=182023.106.71
GCSearch Budget (C)=182023.106.03
ALSearch Budget (C)=182023.106.02
MPS-VASSearch Budget (C)=122023.105.99
ASSearch Budget (C)=182023.105.97
PSVASSearch Budget (C)=122023.105.94
OnlineTTASearch Budget (C)=122023.105.81
E2EVASSearch Budget (C)=122023.105.8
GSSearch Budget (C)=152023.105.54
RSSearch Budget (C)=182023.105.51
MPS-VASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.105.07
GCSearch Budget (C)=152023.104.98
ALSearch Budget (C)=152023.104.96
PSVASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.104.95
ASSearch Budget (C)=152023.104.92
GSSearch Budget (C)=122023.104.59
RSSearch Budget (C)=152023.104.57
Online TTAC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.104.23
E2EVASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.104.22
GCSearch Budget (C)=122023.104.06
ALSearch Budget (C)=122023.104.03
ASSearch Budget (C)=122023.103.96
RSSearch Budget (C)=122023.103.62