TGIF

Tumblr GIF

Dataset Information
Modalities
Videos, Texts
Introduced
2016
Homepage

Overview

The Tumblr GIF (TGIF) dataset contains 100K animated GIFs and 120K sentences describing visual content of the animated GIFs. The animated GIFs have been collected from Tumblr, from randomly selected posts published between May and June of 2015. The dataset provides the URLs of animated GIFs. The sentences are collected via crowdsourcing, with a carefully designed annotation interface that ensures high quality dataset. There is one sentence per animated GIF for the training and validation splits, and three sentences per GIF for the test split. The dataset can be used to evaluate animated GIF/video description techniques.

Source: GitHub

Variants: TGIF

Associated Benchmarks

This dataset is used in 1 benchmark:

  • Video Retrieval -

Recent Benchmark Submissions

Task Model Paper Date
Video Retrieval MDMMT-2 MDMMT-2: Multidomain Multimodal Transformer for … 2022-03-14
Video Retrieval LAFF Lightweight Attentional Feature Fusion: A … 2021-12-03

Research Papers

Recent papers with results on this dataset: