Show and Tell: A Neural Image Caption Generator

Automatically describing the content of an image is a fundamental problem in artificial intelligence that connects computer vision and natural language processing. In this paper, we present a generative model based on a deep recurrent architecture that combines recent advances in computer vision and machine translation and that can be used to generate natural sentences describing an image... (read more)

PDF Abstract CVPR 2015 PDF CVPR 2015 Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Image Retrieval with Multi-Modal Query Fashion200k Show and Tell Recall@1 12.3 # 4
Recall@10 40.2 # 4
Recall@50 61.8 # 4
Image Retrieval with Multi-Modal Query MIT-States Show and Tell Recall@1 11.9 # 3
Recall@5 31.0 # 3
Recall@10 42.0 # 3

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet