Guesswhat dataset
Web{ the GuessWhat?! dataset can be used as a diagnostic dataset to scrutinize models’ performance: dialogue length mirrors the level of di culty of the game; most questions in the last turns are answered positively and are longer than earlier ones; { Trasformers are less sensitive than Recurrent Neural Network based models WebTo this end, we extend the original GuessWhat?! dataset by including a semantic layer on top of the perceptual one. Specifically, we enrich the VisualGenome scene graphs associated with the GuessWhat?! images with several attributes from resources such as VISA and ImSitu. We then compare several hidden state representations from current …
Guesswhat dataset
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WebJul 1, 2024 · For evaluating the performance of their model, the authors use the GuessWhat?! dataset and create several variants of their model using different combinations of the reward functions and compare... WebAug 8, 2024 · GuessWhat?! is a task-oriented visual dialogue task which has two players, a guesser and an oracle. Guesser aims to locate the object supposed by oracle by asking several Yes/No questions which are answered by oracle. How to ask proper questions is crucial to achieve the final goal of the whole task.
WebAug 20, 2024 · In this study, we work with GuessWhat [[8]], a VQA dataset which is centred on a two-player game between a Questioner and an Oracle. The task of the Questioner is to find an unknown object in the given image by asking questions related to it. The Oracle, in turn, has to answer these questions. Fig. 1shows a sample GuessWhat game in progress. WebIn visual guessing games, a Guesser has to identify a target object in a scene by asking questions to an Oracle. An effective strategy for the players is to learn conceptual …
WebNov 21, 2024 · We evaluate our model on the GuessWhat?! dataset [10], with the pre-trained standard Oracle and Guesser, we show that our novel Questioner model outperforms the baseline and state-of-the-art model by a large margin. We also evaluate each reward respectively, to measure the individual contribution. WebAmong them, GuessWhat?! is a typical object-guessing game played between a Questioner and an Oracle. Given an image including several objects, the goal of the Questioner is to locate the target object supposed by the Oracle oneself at the beginning of a game by asking a series of yes/no questions.
WebSource Datasets: extended other-guesswhat. License: unknown. Dataset card Files Files and versions Community 2 Dataset Preview. Size: 112 MB. API. Go to dataset viewer. …
WebDec 7, 2024 · The CLEVR Ask dataset consists of an image containing a scene file and a set of QAs based on the image. For problems that were not answered correctly by Oracle in GuessWhat?!, Oracle in CLEVR Ask can provide correct answers based on the scene files describing the environment of CLEVR. 1l氧气多少钱WebA Multi-task Evaluation Framework for Grounded Language Learning CompGuessWhat?! extends the original GuessWhat?! datasets with a rich semantic representations in the form of scene graphs associated with every image used as reference scene for the guessing games. Source: CompGuessWhat?! Homepage Benchmarks Edit No benchmarks yet. 1l柴油等于多少kg换算WebGuessWhat?! is a visual dialogue task between a guesser and an oracle. The guesser aims to locate an object supposed by the oracle oneself in an image by asking a sequence of … 1l氧气等于多少立方米WebNov 23, 2016 · Visual object discovery through multi-modal dialogue. We introduce GuessWhat?!, a two-player guessing game as a testbed for research on the interplay of computer vision and dialogue systems. The goal of the game is to locate an unknown object in a rich image scene by asking a sequence of questions. Higher-level image … 1l氧气多重WebCompGuessWhat?! extends the original GuessWhat?! datasets with a rich semantic representations in the form of scene graphs associated with every image used as … 1l柴油碳排放WebExperimental results on GuessWhat?! dataset show that our model significantly outperforms previous models, achieves new state-of-the-art, especially the success rate of guessing 83.3% is approaching the human-level accuracy of 84.4%. PDF Abstract ECCV 2024 PDF ECCV 2024 Abstract Code Edit No code implementations yet. Submit your … 1l柴油等于多少斤kgWebGuessWhat?! dataset [10] have been proposed, the Ques-tioner typically asks simple category-based questions or ab-solute spatial questions. This might be problematic for … 1l氧气可以吸多久