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ResearchFormerly WizWand

Referring Expression Segmentation on RefCOCO UNC (val)

79.2cIoUGSVA-Llama2-13B
61.72866.26470.875.336Dec 15, 2023Apr 30, 2024Sep 14, 2024Jan 30, 2025Jun 16, 2025Oct 31, 2025Mar 18, 2026
Updated 7mo ago

Evaluation results

MethodLinks
GSVA-Llama2-13BBackbone=Llama2-13B, Fine-tuning=true2023.1279.2
GSVA-Vicuna-13BBackbone=Vicuna-13B, Fine-tuning=true2023.1278.2
GSVA-Llama2-13BBackbone=Llama2-13B, Fine-tuning=false2023.1277.7
GSVA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=true2023.1277.2
Latent-VG + MRaCL2026.0376.94
GSVA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=false2023.1276.4
LISA-Llama2-13BBackbone=Llama2-13B, Fine-tuning=true2023.1276.3
Latent-VGreproduced=true2026.0376.23
PolyFormer-L2023.1276
LISA-Vicuna-13BBackbone=Vicuna-13B, Fine-tuning=true2023.1276
LISA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=true2023.1274.9
GSVA-Vicuna-13BBackbone=Vicuna-13B, Fine-tuning=false2023.1274.6
LISA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=false2023.1274.1
ReLA2023.1273.8
LISA-Llama2-13BBackbone=Llama2-13B, Fine-tuning=false2023.1273.4
LAVT2023.1272.7
LISA-Vicuna-13BBackbone=Vicuna-13B, Fine-tuning=false2023.1271.7
CRIS2023.1270.5
VLT2023.1267.5
MCN2023.1262.4