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ResearchFormerly WizWand

Generalized Referring Expression Segmentation on Ref-ZOM (test)

71.13oIoUInstAlign
54.38658.73363.0867.427Dec 15, 2023Feb 10, 2024Apr 7, 2024Jun 3, 2024Jul 30, 2024Sep 25, 2024Nov 22, 2024
Updated 7mo ago

Evaluation results

MethodLinks
InstAlignBackbone=Swin-B2024.1171.1370.8194.23
CoHDBackbone=Swin-B2024.1168.9969.8193.34
DMMI2023.1268.7768.2187.02
DMMIBackbone=Swin-B2024.1168.7768.2187.02
GSVA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=true2023.1268.2968.1394.59
GSVA-7BBackbone=SAM-ViT-H2024.1168.2968.1394.59
GSVA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=false2023.1267.1267.9882.66
LISA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=true2023.1266.4165.3993.39
LISA-7BBackbone=SAM-ViT-H2024.1166.4165.3993.39
LAVT2023.1264.4564.7883.11
LAVTBackbone=Swin-B2024.1164.4564.7883.11
VLT2023.1260.2160.4379.26
VLTBackbone=ResNet-1012024.1160.2160.4379.16
LISA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=false2023.1260.1461.4672.58
CMPC2023.1256.1955.7277.01
CMPCBackbone=DarkNet-532024.1156.1955.7277.01
MCN2023.1255.0354.775.81
MCNBackbone=ResNet-1012024.1155.0354.775.81