Evaluating Understanding on Conceptual Abstraction Benchmarks

28 June 2022

Papers citing "Evaluating Understanding on Conceptual Abstraction Benchmarks"

9 / 9 papers shown

Title
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? Giacomo Camposampiero Michael Hersche Roger Wattenhofer Abu Sebastian Abbas Rahimi LRM 56 1 0 14 Mar 2025
Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences Shuchen Wu Mirko Thalmann Peter Dayan Zeynep Akata Eric Schulz VLM 21 0 0 27 Oct 2024
Towards Learning Abductive Reasoning using VSA Distributed Representations Giacomo Camposampiero Michael Hersche Aleksandar Terzić Roger Wattenhofer Abu Sebastian Abbas Rahimi LRM 37 2 0 27 Jun 2024
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning Mikołaj Małkiński Jacek Mańdziuk 36 0 0 16 Jun 2024
Solving ARC visual analogies with neural embeddings and vector arithmetic: A generalized method Luca H. Thoms Karel A. Veldkamp Hannes Rosenbusch Claire E. Stevenson DML 35 5 0 14 Nov 2023
Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer Jaehyun Park Jaegyun Im Sanha Hwang Mintaek Lim Sabina Ualibekova Sejin Kim Sundong Kim AI4CE 22 12 0 14 Jun 2023
LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations Yudong Xu Wenhao Li Pashootan Vaezipoor Scott Sanner Elias Boutros Khalil LRM 28 54 0 26 May 2023
The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain A. Moskvichev Victor Vikram Odouard Melanie Mitchell 20 67 0 11 May 2023
Symbolic Synthesis of Neural Networks Eli Whitehouse 30 0 0 06 Mar 2023