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SotA/Reasoning/Visual Reasoning/Bongard-OpenWorld

Visual Reasoning on Bongard-OpenWorld

Metric: 2-Class Accuracy (higher is better)

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#Model↕2-Class Accuracy▼Extra DataPaperDate↕Code
1Gemini-2.0 + CA93.6NoA Cognitive Paradigm Approach to Probe the Perce...2025-01-23-
2GPT-4o + CA92.8NoA Cognitive Paradigm Approach to Probe the Perce...2025-01-23-
3Human91NoBongard-OpenWorld: Few-Shot Reasoning for Free-f...2023-10-16Code
4SNAIL64YesBongard-OpenWorld: Few-Shot Reasoning for Free-f...2023-10-16Code
5InstructBLIP + GPT-463.8NoBongard-OpenWorld: Few-Shot Reasoning for Free-f...2023-10-16Code
6BLIP-2 + ChatGPT (Fine-tuned)63.3YesBongard-OpenWorld: Few-Shot Reasoning for Free-f...2023-10-16Code
7InstructBLIP + ChatGPT + Neuro-Symbolic55.5NoBongard-OpenWorld: Few-Shot Reasoning for Free-f...2023-10-16Code
8ChatCaptioner + ChatGPT49.3NoBongard-OpenWorld: Few-Shot Reasoning for Free-f...2023-10-16Code
9Otter49.3NoBongard-OpenWorld: Few-Shot Reasoning for Free-f...2023-10-16Code