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ResearchFormerly WizWand

Embodied Referring Expression Comprehension on Refer360

37.05IoU@0.25ViLT
15.615621.180326.74532.3097Dec 6, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ViLTResidual Module Configuration=MuRes(V+L)2025.1237.0514.66
ViLTResidual Module Configuration=Without Residual2025.1236.5314.03
ViLTResidual Module Configuration=Vanilla Residual2025.1235.3414.37
Dual-EncoderResidual Module Configuration=MuRes(V)2025.1231.368.92
Dual-EncoderResidual Module Configuration=Without Residual2025.1231.089.83
Dual-EncoderResidual Module Configuration=MuRes(V+L)2025.1231.0810.68
Dual-EncoderResidual Module Configuration=Vanilla Residual2025.1230.178.98
Dual-EncoderResidual Module Configuration=MuRes(L)2025.1229.439.03
BLIP-2Residual Module Configuration=Without Residual2025.1229.427.54
CLIPResidual Module Configuration=MuRes(V)2025.1229.29.15
CLIPResidual Module Configuration=MuRes(L)2025.1228.37.5
BLIP-2Residual Module Configuration=Vanilla Residual2025.1227.667.31
CLIPResidual Module Configuration=Vanilla Residual2025.1227.228.35
BLIP-2Residual Module Configuration=MuRes(L)2025.1226.817.94
CLIPResidual Module Configuration=MuRes(V+L)2025.1226.657.27
CLIPResidual Module Configuration=Without Residual2025.1225.87.67
BLIP-2Residual Module Configuration=MuRes(V)2025.1225.457.71
BLIP-2Residual Module Configuration=MuRes(V+L)2025.1216.443.8