2 papers
cs.AI2026
Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems
Szymon Pawlonka, MikoÅaj MaÅkiÅski, Jacek MaÅdziuk
Bongard Problems (BPs) provide a challenging testbed for abstract visual reasoning (AVR), requiring models to identify visual concepts fromjust a few examples and describe them in…
cs.AI2025
Reasoning Limitations of Multimodal Large Language Models. A Case Study of Bongard Problems
MikoÅaj MaÅkiÅski, Szymon Pawlonka, Jacek MaÅdziuk
Abstract visual reasoning (AVR) involves discovering shared concepts across images through analogy, akin to solving IQ test problems. Bongard Problems (BPs) remain a key challenge…