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Browse SoTA
> Reasoning
Reasoning
103 benchmarks • 55 tasks • 155 datasets • 2899 papers with code
Classification
Classification
314 benchmarks
2759 papers with code
Text Classification
211 benchmarks
923 papers with code
Graph Classification
65 benchmarks
311 papers with code
Medical Image Classification
3 benchmarks
72 papers with code
Morphology classification
11 papers with code
See all 12 tasks
Decision Making
Decision Making
1407 papers with code
Imitation Learning
431 papers with code
Natural Language Inference
Natural Language Inference
44 benchmarks
616 papers with code
Answer Generation
1 benchmark
38 papers with code
Visual Entailment
3 benchmarks
22 papers with code
Cross-Lingual Natural Language Inference
4 benchmarks
15 papers with code
Logical Reasoning
Navigate
292 papers with code
Logical Reasoning
19 benchmarks
117 papers with code
Temporal Sequences
41 papers with code
Novel Concepts
36 papers with code
Physical Intuition
1 benchmark
6 papers with code
See all 23 tasks
General Reinforcement Learning
Model-based Reinforcement Learning
157 papers with code
Offline RL
1 benchmark
141 papers with code
Conformal Prediction
85 papers with code
Music Source Separation
3 benchmarks
46 papers with code
Decision Making Under Uncertainty
34 papers with code
Talking Head Generation
10 benchmarks
29 papers with code
Voice Cloning
13 papers with code
See all 8 tasks
Program Synthesis
Program Synthesis
11 benchmarks
107 papers with code
Type prediction
3 benchmarks
35 papers with code
Program Repair
3 benchmarks
26 papers with code
Value prediction
1 benchmark
13 papers with code
Enumerative Search
5 papers with code
See all 6 tasks
Common Sense Reasoning
Common Sense Reasoning
39 benchmarks
170 papers with code
Physical Commonsense Reasoning
1 benchmark
4 papers with code
Riddle Sense
2 benchmarks
3 papers with code
Visual Commonsense Tests
1 benchmark
2 papers with code
Winowhy
2 papers with code
See all 16 tasks
Visual Reasoning
Visual Reasoning
18 benchmarks
131 papers with code
Visual Commonsense Reasoning
7 benchmarks
27 papers with code
Mathematical Proofs
Automated Theorem Proving
9 benchmarks
55 papers with code
Mathematical Proofs
9 benchmarks
14 papers with code
Systematic Generalization
Systematic Generalization
52 papers with code
Program Repair
Program Repair
3 benchmarks
26 papers with code
Fault localization
11 papers with code
Variable misuse
9 papers with code
Exception type
2 papers with code
Function-docstring mismatch
1 papers with code
See all 7 tasks
Mathematical Reasoning
Mathematical Reasoning
9 benchmarks
41 papers with code
Formal Logic
1 benchmark
6 papers with code
Abstract Algebra
1 benchmark
2 papers with code
High School Mathematics
Mathematical Induction
See all 6 tasks
Math Word Problem Solving
Math Word Problem Solving
9 benchmarks
36 papers with code
Mathematical Question Answering
Math Word Problem Solving
9 benchmarks
36 papers with code
Decision Making Under Uncertainty
Decision Making Under Uncertainty
34 papers with code
Arithmetic Reasoning
Arithmetic Reasoning
2 benchmarks
25 papers with code
Natural Language Visual Grounding
Natural Language Visual Grounding
16 papers with code
Causal Identification
Causal Identification
8 papers with code
Odd One Out
Odd One Out
1 benchmark
6 papers with code
Abstract Argumentation
Abstract Argumentation
4 papers with code
Analogical Similarity
Analogical Similarity
1 benchmark
2 papers with code
Human Judgment Classification
Human Judgment Classification
1 benchmark
2 papers with code
Human Judgment Correlation
Human Judgment Correlation
2 benchmarks
2 papers with code
Anachronisms
Anachronisms
1 papers with code
Commonsense Reasoning for RL
Commonsense Reasoning for RL
1 benchmark
1 papers with code
Pre-election ratings estimation
Pre-election ratings estimation
1 papers with code
Identify Odd Metapor
Identify Odd Metapor
