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ResearchFormerly WizWand

Referring Expression Comprehension on RefCOCO+ UNC (val)

79.74Precision@0.5 IoUGSVA-Llama2-13B
62.247266.788671.3375.8714Dec 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.1279.74
GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.1276.52
LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.1274.86
LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.1274.46
LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.1274.23
u-LLaVA-7BStrategy=full-ft2023.1274.09
GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.1273.89
GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.1272.81
GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.1270.21
u-LLaVA-7BStrategy=LoRA2023.1268.74
GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.1268.14
LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.1267.91
LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.1263.77
LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.1262.92