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ResearchFormerly WizWand

Referring Expression Comprehension on RefCOCOg UMD (test)

86.18Precision@0.5 IoUGSVA-Llama2-13B
71.921675.623379.32583.0267Dec 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.1286.18
GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.1284.85
GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.1282.07
GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.1281.83
u-LLaVA-7BStrategy=full-ft2023.1281.68
LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.1281.48
LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.1281.27
LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.1280.42
GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.1279.21
GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.1278.89
u-LLaVA-7BStrategy=LoRA2023.1278.24
LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.1276.83
LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.1273.34
LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.1272.47