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SOTA Commonsense Question Answering benchmarks and papers with code | Wizwand
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Commonsense Question Answering
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
CSQA (test)
Human
Accuracy
0.953
127
4mo ago
CommonSenseQA
HUMAN
Accuracy
88.9
92
1mo ago
WinoGrande
Llama-3.1-8B-Instruct
Accuracy
77.82
89
25d ago
CSQA
Human
Accuracy
88.9
71
2mo ago
CosmosQA
HUMAN
Accuracy
94
68
2mo ago
CSQA
SAC Single-task
Accuracy
82.72
61
2mo ago
Commonsense QA
Full Precision
BoolQ Accuracy
77.4
29
2mo ago
ARC-E
LoRA-Mixer(ours)
Accuracy
89.88
29
2mo ago
CSQA
Clean (no attack)
Accuracy
98.9
26
16d ago
CosmosQA (test)
MetaTuner-J
EM
92.25
24
4mo ago
SocialIQA (SIQA) (val)
ChatGPT + Chain-of-thought
Accuracy
70.7
24
4mo ago
CommonsenseQA (CSQA) (val)
ChatGPT + Self-consistent chain-of-thought
Accuracy
75.7
23
4mo ago
CommonsenseQA v1.0 (dev)
Our Model
Accuracy
79.3
22
4mo ago
ARC Challenge
LoRA-Mixer(ours)
Accuracy
83.24
21
2mo ago
WinoGrande (WG) (val)
DeBERTa-v3-L (CANDLE Distilled)
Accuracy
78.3
21
4mo ago
Abductive NLI (aNLI) (val)
DeBERTa-v3-L (CANDLE Distilled)
Accuracy
0.812
21
4mo ago
CommonsenseQA blind v1.0 (test)
Our Model
Accuracy
75.3
20
4mo ago
OBQA
IoT
Accuracy
93.4
19
1mo ago
CosQA (test)
Few-shot Accuracy
Accuracy
82
18
4mo ago
CSQA
QTALE
PIQA
84.06
18
4mo ago
PIQA
Llama-3.1-8B-Instruct
PIQA Accuracy
79.49
17
1mo ago
CMSQA
Kite
Accuracy
72.89
15
1mo ago
MCEval CSQA 8K (test)
Magn-Probe
Accuracy
84.6
14
4mo ago
CommonSenseQA n=1700 (20%)
MTO-MCP
Accuracy
68.12
13
1mo ago
CommonSenseQA n=425 (5%)
MTO-AP
Accuracy
61.22
13
1mo ago
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