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ResearchFormerly WizWand

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

73.41Prec@0.5 IoUGSVA-Llama2-13B
55.813260.381664.9569.5184Dec 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.1273.41
GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.1270.35
GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.1269.38
LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.1268.87
LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.1268.4
LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.1268.26
GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.1268.01
u-LLaVA-7BStrategy=full-ft2023.1266.61
GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.1265.11
LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.1262.25
GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.1262
u-LLaVA-7BStrategy=LoRA2023.1260.98
LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.1257.42
LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.1256.49