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ResearchFormerly WizWand

Referring Expression Comprehension on RefCOCO UNC (test-B)

87.17Precision@0.5 IoUGSVA-Llama2-13B
75.282878.368981.45584.5411Dec 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.1287.17
GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.1284.57
GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.1284.08
GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.1283.77
LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.1283.16
LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.1282.59
GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.1282.49
u-LLaVA-7BStrategy=full-ft2023.1282.26
LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.1281.73
GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.1280.54
u-LLaVA-7BStrategy=LoRA2023.1280.21
LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.1278.82
LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.1276.26
LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.1275.74