Reasoning
Reasoning refers to the process of solving problems and making decisions through logical analysis and inference. Its goal is to enhance the accuracy and efficiency of decision-making, ensuring that reasonable conclusions are drawn based on existing data and knowledge. In the field of artificial intelligence, the application value of reasoning is particularly prominent, as it can help machines understand complex situations, engage in autonomous learning and optimization, and is widely used in scenarios such as intelligent assistants, autonomous driving, and medical diagnosis.
Common Sense Reasoning
81 papers | 24 benchmarks
Zero-Shot Video Question Answer
65 papers | 16 benchmarks
Math Word Problem Solving
70 papers | 13 benchmarks
Visual Reasoning
45 papers | 12 benchmarks
3D Human Reconstruction
29 papers | 10 benchmarks
Logical Reasoning
7 papers | 10 benchmarks
Automated Theorem Proving
27 papers | 9 benchmarks
Visual Commonsense Reasoning
2 papers | 7 benchmarks
Arithmetic Reasoning
55 papers | 5 benchmarks
Program Repair
5 papers | 3 benchmarks
Multimodal Reasoning
3 papers | 3 benchmarks
Visual Entailment
11 papers | 3 benchmarks
Error Understanding
4 papers | 2 benchmarks
Human Judgment Correlation
3 papers | 2 benchmarks
Temporal Sequences
1 papers | 1 benchmarks
Physical Intuition
2 papers | 1 benchmarks
Natural Language Visual Grounding
13 papers | 1 benchmarks
Odd One Out
2 papers | 1 benchmarks
Decision Making
1 papers | 1 benchmarks
Video-based Generative Performance Benchmarking
19 papers | 1 benchmarks
Abstract Algebra
1 papers | 1 benchmarks
Image Paragraph Captioning
10 papers | 1 benchmarks
Video-based Generative Performance Benchmarking (Contextual Understanding)
16 papers | 1 benchmarks
Video-based Generative Performance Benchmarking (Correctness of Information)
16 papers | 1 benchmarks
Video-based Generative Performance Benchmarking (Detail Orientation))
16 papers | 1 benchmarks
Video-based Generative Performance Benchmarking (Temporal Understanding)
16 papers | 1 benchmarks
Video-based Generative Performance Benchmarking (Consistency)
16 papers | 1 benchmarks
Formal Logic
1 papers | 1 benchmarks
Physical Commonsense Reasoning
1 papers | 1 benchmarks
Mathematical Induction
2 papers | 1 benchmarks
Analogical Similarity
2 papers | 1 benchmarks
Elementary Mathematics
1 papers | 1 benchmarks
High School Mathematics
1 papers | 1 benchmarks
Crass AI
3 papers | 1 benchmarks
College Mathematics
1 papers | 1 benchmarks
Entailed Polarity
2 papers | 1 benchmarks
Evaluating Information Essentiality
2 papers | 1 benchmarks
Human Judgment Classification
2 papers | 1 benchmarks
Identify Odd Metapor
2 papers | 1 benchmarks
Logical Args
2 papers | 1 benchmarks
Metaphor Boolean
2 papers | 1 benchmarks
Crash Blossom
2 papers | 1 benchmarks
Analytic Entailment
2 papers | 1 benchmarks
Presuppositions As NLI
2 papers | 1 benchmarks
Commonsense Reasoning for RL
1 papers | 1 benchmarks
Professional Accounting
1 papers | 1 benchmarks