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visual-reasoning-on-bongard-openworld

Visual Reasoning
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PaperCode2-Class AccuracyModelNameReleaseDate
A Cognitive Paradigm Approach to Probe the Perception-Reasoning Interface in VLMs93.6Gemini-2.0 + CA2025-01-23
A Cognitive Paradigm Approach to Probe the Perception-Reasoning Interface in VLMs92.8GPT-4o + CA2025-01-23
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World✓ Link91.0Human2023-10-16
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World✓ Link64.0SNAIL2023-10-16
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World✓ Link63.8InstructBLIP + GPT-42023-10-16
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World✓ Link63.3BLIP-2 + ChatGPT (Fine-tuned)2023-10-16
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World✓ Link55.5InstructBLIP + ChatGPT + Neuro-Symbolic2023-10-16
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World✓ Link49.3ChatCaptioner + ChatGPT2023-10-16
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World✓ Link49.3Otter2023-10-16
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