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SotA/Natural Language Processing/Common Sense Reasoning

Common Sense Reasoning

37 benchmarks939 papers

Common sense reasoning tasks are intended to require the model to go beyond pattern recognition. Instead, the model should use "common sense" or world knowledge to make inferences.

Benchmarks

Common Sense Reasoning on WinoGrande

Accuracy

Common Sense Reasoning on ARC (Challenge)

Accuracy

Common Sense Reasoning on ARC (Easy)

Accuracy

Common Sense Reasoning on CommonsenseQA

Accuracy

Common Sense Reasoning on ReCoRD

EMF1

Common Sense Reasoning on PARus

Accuracy

Common Sense Reasoning on RWSD

Accuracy

Common Sense Reasoning on RuCoS

Average F1EM

Common Sense Reasoning on BIG-bench

AccuracyAccuracy

Common Sense Reasoning on BIG-bench (Causal Judgment)

Accuracy

Common Sense Reasoning on BIG-bench (Date Understanding)

Accuracy

Common Sense Reasoning on BIG-bench (Disambiguation QA)

Accuracy

Common Sense Reasoning on BIG-bench (Sports Understanding)

Accuracy

Common Sense Reasoning on Russian Event2Mind

recall@10

Common Sense Reasoning on Event2Mind test

BLEUAverage Cross-Ent

Common Sense Reasoning on SWAG

TestDev

Common Sense Reasoning on BIG-bench (Winowhy)

Accuracy

Common Sense Reasoning on BIG-bench (Known Unknowns)

Accuracy

Common Sense Reasoning on RiddleSense

Accuracy (%)

Common Sense Reasoning on BIG-bench (Logical Sequence)

Accuracy

Common Sense Reasoning on CICERO

Accuracy

Common Sense Reasoning on CICEROv2

Accuracy

Common Sense Reasoning on Event2Mind dev

Average Cross-Ent

Common Sense Reasoning on ViComTe-color

Spearman's Rho

Common Sense Reasoning on CODAH

Accuracy

Common Sense Reasoning on CrowdSource QA

MSE

Common Sense Reasoning on Physical Audiovisual CommonSense

With Audio (Acc %)Without Audio (Acc %)

Common Sense Reasoning on Visual Dialog v0.9

1 in 10 R@5Recall@10

Common Sense Reasoning on Visual Dialog v0.9

1 in 10 R@5

Common Sense Reasoning on WinoGAViL

Jaccard Index