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ResearchFormerly WizWand

Referring Expression Comprehension on RefCOCO+ UNC (test-A)

84.45Prec@0.5 IoUGSVA-Llama2-13B
68.309272.499676.6980.8804Dec 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.1284.45
GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.1281.69
u-LLaVA-7BStrategy=full-ft2023.1281.16
LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.1281.08
LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.1280.56
LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.1279.46
GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.1279.1
GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.1278.78
u-LLaVA-7BStrategy=LoRA2023.1276.32
GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.1275.62
GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.1273.9
LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.1273.77
LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.1270.24
LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.1268.93