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ResearchFormerly WizWand

Referring Expression Comprehension on GRIT refexp

78.61AccuracyUnified-IO
50.415657.735365.05572.3747Jun 27, 2023Aug 25, 2023Oct 24, 2023Dec 22, 2023Feb 20, 2024Apr 19, 2024Jun 18, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Unified-IOModel type=Generalist Models2023.0878.61
Unified-IOModel type=Generalist VL SOTAs (w/o finetuning)2023.0678.6
Qwen-VL-7BModel type=Generalist Models2023.0878.22
Shikra-7BModel type=Generalist VL SOTAs (w/o finetuning)2023.0669.34
Shikra-7BModel type=Generalist Models2023.0869.34
Upper BoundToken=2562024.0669.34
Shikra-13BModel type=Generalist VL SOTAs (w/o finetuning)2023.0669.03
Shikra-13BModel type=Generalist Models2023.0869.03
VoCo-LLaMAToken=82024.0668.59
VoCo-LLaMAToken=12024.0667.69
OFA-L*Model type=Generalist VL SOTAs (w/o finetuning)2023.0661.7
OFA-LModel type=Generalist Models2023.0861.7
Lower BoundToken=12024.0660.5
GPV-2Model type=Generalist VL SOTAs (w/o finetuning)2023.0651.5
GPV-2Model type=Generalist Models2023.0851.5