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BLIP-2 dataset and benchmarks · SOTA2 Research

Research Datasets

BLIP-2

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Vision-Language Tasks (Overall)

BLIP-2 evaluation suite

92.09Targeted ASR

4

Image Captioning

BLIP-2 evaluation suite

94.64Targeted ASR

4

Image Classification

BLIP-2 evaluation suite

89.82Targeted ASR

4

Visual Question Answering (specific)

BLIP-2 evaluation suite

94.57Targeted ASR

4

Visual Question Answering (general)

BLIP-2 evaluation suite

91.45Targeted ASR

4

Targeted Adversarial Attack

BLIP-2

8.2ASR

4

Popular tasks

Image Classification Image Captioning Targeted Adversarial Attack Visual Question Answering (general)Visual Question Answering (specific)

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